WEBVTT Kind: captions Language: en 00:00:12.360 --> 00:00:14.470 align:start position:0% hello<00:00:12.599> everybody<00:00:13.360> I'm<00:00:13.519> Alexi<00:00:13.880> kber<00:00:14.400> the 00:00:14.470 --> 00:00:14.480 align:start position:0% hello everybody I'm Alexi kber the 00:00:14.480 --> 00:00:17.670 align:start position:0% hello everybody I'm Alexi kber the founder<00:00:14.879> and<00:00:15.240> organizer<00:00:16.240> ofi<00:00:17.240> which<00:00:17.359> is<00:00:17.520> the 00:00:17.670 --> 00:00:17.680 align:start position:0% founder and organizer ofi which is the 00:00:17.680 --> 00:00:20.710 align:start position:0% founder and organizer ofi which is the oldest<00:00:18.320> longest<00:00:18.720> running<00:00:19.640> biggest<00:00:20.160> technical 00:00:20.710 --> 00:00:20.720 align:start position:0% oldest longest running biggest technical 00:00:20.720 --> 00:00:24.630 align:start position:0% oldest longest running biggest technical a<00:00:21.199> up<00:00:21.359> in<00:00:21.519> B<00:00:22.240> and<00:00:22.439> the<00:00:22.600> world<00:00:23.560> and<00:00:24.160> tonight 00:00:24.630 --> 00:00:24.640 align:start position:0% a up in B and the world and tonight 00:00:24.640 --> 00:00:28.550 align:start position:0% a up in B and the world and tonight we're<00:00:24.920> at<00:00:25.279> AWS<00:00:26.000> CH<00:00:26.519> Loft<00:00:27.359> we<00:00:27.560> have<00:00:27.720> a<00:00:27.920> massive<00:00:28.279> M 00:00:28.550 --> 00:00:28.560 align:start position:0% we're at AWS CH Loft we have a massive M 00:00:28.560 --> 00:00:30.310 align:start position:0% we're at AWS CH Loft we have a massive M we<00:00:28.679> have<00:00:28.880> three<00:00:29.080> talks<00:00:29.400> and<00:00:29.560> this<00:00:29.679> is<00:00:30.039> called 00:00:30.310 --> 00:00:30.320 align:start position:0% we have three talks and this is called 00:00:30.320 --> 00:00:33.110 align:start position:0% we have three talks and this is called knowledge<00:00:30.800> graphs<00:00:31.119> and<00:00:31.480> agents<00:00:32.480> and<00:00:32.759> here<00:00:32.960> we 00:00:33.110 --> 00:00:33.120 align:start position:0% knowledge graphs and agents and here we 00:00:33.120 --> 00:00:34.590 align:start position:0% knowledge graphs and agents and here we also<00:00:33.320> have<00:00:33.520> Thomas 00:00:34.590 --> 00:00:34.600 align:start position:0% also have Thomas 00:00:34.600 --> 00:00:39.630 align:start position:0% also have Thomas B<00:00:35.600> who<00:00:36.040> works<00:00:36.320> with<00:00:36.480> NE<00:00:36.800> forj<00:00:37.680> and<00:00:38.360> uh<00:00:38.520> writes 00:00:39.630 --> 00:00:39.640 align:start position:0% B who works with NE forj and uh writes 00:00:39.640 --> 00:00:42.910 align:start position:0% B who works with NE forj and uh writes amazing<00:00:40.640> uh<00:00:40.840> blog<00:00:41.200> posts<00:00:41.760> about<00:00:42.039> graph<00:00:42.399> frag 00:00:42.910 --> 00:00:42.920 align:start position:0% amazing uh blog posts about graph frag 00:00:42.920 --> 00:00:45.389 align:start position:0% amazing uh blog posts about graph frag and<00:00:43.200> knowledge<00:00:43.600> graphs<00:00:44.000> and<00:00:44.200> everything<00:00:45.160> cool 00:00:45.389 --> 00:00:45.399 align:start position:0% and knowledge graphs and everything cool 00:00:45.399 --> 00:00:47.990 align:start position:0% and knowledge graphs and everything cool and<00:00:45.520> fun<00:00:45.719> and<00:00:45.840> geni<00:00:46.360> so<00:00:46.559> welcome<00:00:46.879> toas<00:00:47.840> thank 00:00:47.990 --> 00:00:48.000 align:start position:0% and fun and geni so welcome toas thank 00:00:48.000 --> 00:00:50.910 align:start position:0% and fun and geni so welcome toas thank you<00:00:48.120> for<00:00:48.360> having<00:00:48.680> me<00:00:49.680> so<00:00:50.160> uh<00:00:50.280> tell<00:00:50.440> us<00:00:50.559> a<00:00:50.680> little 00:00:50.910 --> 00:00:50.920 align:start position:0% you for having me so uh tell us a little 00:00:50.920 --> 00:00:54.790 align:start position:0% you for having me so uh tell us a little bit<00:00:51.360> right<00:00:52.000> uh<00:00:52.719> like<00:00:53.000> how<00:00:53.160> did<00:00:53.320> you<00:00:53.480> come<00:00:53.719> to<00:00:54.600> to 00:00:54.790 --> 00:00:54.800 align:start position:0% bit right uh like how did you come to to 00:00:54.800 --> 00:00:57.270 align:start position:0% bit right uh like how did you come to to work<00:00:55.000> in<00:00:55.160> this<00:00:55.399> area<00:00:56.079> and<00:00:56.559> uh<00:00:56.760> how<00:00:56.920> do<00:00:57.039> you<00:00:57.120> get 00:00:57.270 --> 00:00:57.280 align:start position:0% work in this area and uh how do you get 00:00:57.280 --> 00:00:58.950 align:start position:0% work in this area and uh how do you get inspiration<00:00:57.719> to<00:00:57.879> write<00:00:58.079> such<00:00:58.320> amazing<00:00:58.680> blog 00:00:58.950 --> 00:00:58.960 align:start position:0% inspiration to write such amazing blog 00:00:58.960 --> 00:01:00.630 align:start position:0% inspiration to write such amazing blog post<00:00:59.160> and<00:00:59.320> teach<00:00:59.480> a<00:00:59.559> lot<00:00:59.680> of<00:00:59.760> people 00:01:00.630 --> 00:01:00.640 align:start position:0% post and teach a lot of people 00:01:00.640 --> 00:01:03.630 align:start position:0% post and teach a lot of people about<00:01:00.920> knowledge<00:01:01.239> gos<00:01:02.239> so<00:01:03.000> I've<00:01:03.120> been<00:01:03.320> working 00:01:03.630 --> 00:01:03.640 align:start position:0% about knowledge gos so I've been working 00:01:03.640 --> 00:01:07.390 align:start position:0% about knowledge gos so I've been working with<00:01:03.920> grass<00:01:04.360> for<00:01:04.760> now<00:01:05.119> like<00:01:05.640> seven<00:01:06.080> or<00:01:06.360> eight 00:01:07.390 --> 00:01:07.400 align:start position:0% with grass for now like seven or eight 00:01:07.400 --> 00:01:10.070 align:start position:0% with grass for now like seven or eight years<00:01:08.400> something<00:01:08.759> like<00:01:08.960> that<00:01:09.439> and<00:01:09.560> it's<00:01:09.759> funny 00:01:10.070 --> 00:01:10.080 align:start position:0% years something like that and it's funny 00:01:10.080 --> 00:01:12.990 align:start position:0% years something like that and it's funny because<00:01:10.520> like<00:01:11.119> I<00:01:11.240> only<00:01:11.479> started<00:01:12.159> developing 00:01:12.990 --> 00:01:13.000 align:start position:0% because like I only started developing 00:01:13.000 --> 00:01:16.510 align:start position:0% because like I only started developing when<00:01:13.159> I<00:01:13.320> was<00:01:13.840> 25<00:01:14.840> so<00:01:15.080> like<00:01:15.240> no<00:01:15.560> official 00:01:16.510 --> 00:01:16.520 align:start position:0% when I was 25 so like no official 00:01:16.520 --> 00:01:20.270 align:start position:0% when I was 25 so like no official background<00:01:17.520> and<00:01:17.640> I<00:01:17.880> at<00:01:18.400> 25<00:01:19.400> like<00:01:19.600> I<00:01:19.759> got<00:01:20.119> my 00:01:20.270 --> 00:01:20.280 align:start position:0% background and I at 25 like I got my 00:01:20.280 --> 00:01:23.350 align:start position:0% background and I at 25 like I got my first<00:01:20.600> job<00:01:20.840> to<00:01:21.040> do<00:01:21.320> like<00:01:21.520> connections 00:01:23.350 --> 00:01:23.360 align:start position:0% first job to do like connections 00:01:23.360 --> 00:01:27.230 align:start position:0% first job to do like connections mhm<00:01:24.360> and<00:01:24.920> uh<00:01:25.360> my<00:01:25.600> first<00:01:26.200> boss<00:01:26.520> was<00:01:26.759> like<00:01:26.960> very 00:01:27.230 --> 00:01:27.240 align:start position:0% mhm and uh my first boss was like very 00:01:27.240 --> 00:01:29.590 align:start position:0% mhm and uh my first boss was like very obsessed<00:01:27.680> about<00:01:27.960> new<00:01:28.560> he<00:01:28.680> was<00:01:28.799> like<00:01:29.000> new<00:01:29.520> is 00:01:29.590 --> 00:01:29.600 align:start position:0% obsessed about new he was like new is 00:01:29.600 --> 00:01:32.149 align:start position:0% obsessed about new he was like new is the<00:01:29.680> f<00:01:29.920> fure<00:01:30.799> it's<00:01:31.040> like<00:01:31.280> it's<00:01:31.520> about 00:01:32.149 --> 00:01:32.159 align:start position:0% the f fure it's like it's about 00:01:32.159 --> 00:01:34.789 align:start position:0% the f fure it's like it's about Connections<00:01:33.159> it's<00:01:33.360> like<00:01:33.600> not<00:01:34.040> not<00:01:34.439> data 00:01:34.789 --> 00:01:34.799 align:start position:0% Connections it's like not not data 00:01:34.799 --> 00:01:36.429 align:start position:0% Connections it's like not not data points<00:01:35.119> it's<00:01:35.320> about<00:01:35.680> the<00:01:35.920> connections 00:01:36.429 --> 00:01:36.439 align:start position:0% points it's about the connections 00:01:36.439 --> 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align:start position:0% you on your own like I mean you might be interesting<00:01:44.840> but<00:01:45.000> it's<00:01:45.159> very<00:01:45.399> interesting 00:01:45.789 --> 00:01:45.799 align:start position:0% interesting but it's very interesting 00:01:45.799 --> 00:01:48.030 align:start position:0% interesting but it's very interesting that<00:01:45.960> you're<00:01:46.159> in<00:01:46.320> San<00:01:46.719> Francisco<00:01:47.719> and<00:01:47.840> you're 00:01:48.030 --> 00:01:48.040 align:start position:0% that you're in San Francisco and you're 00:01:48.040 --> 00:01:50.510 align:start position:0% that you're in San Francisco and you're talking<00:01:48.399> with<00:01:48.719> like<00:01:49.000> me 00:01:50.510 --> 00:01:50.520 align:start position:0% talking with like me 00:01:50.520 --> 00:01:53.590 align:start position:0% talking with like me exactly<00:01:51.520> and<00:01:51.840> like<00:01:52.119> we're<00:01:52.360> doing<00:01:52.640> meetups<00:01:53.439> so 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was 00:02:00.960 --> 00:02:04.789 align:start position:0% around you right so that that was uh<00:02:01.960> so<00:02:02.079> 25<00:02:02.640> did<00:02:02.799> you<00:02:03.280> start<00:02:03.600> programming<00:02:04.039> at<00:02:04.200> 25 00:02:04.789 --> 00:02:04.799 align:start position:0% uh so 25 did you start programming at 25 00:02:04.799 --> 00:02:07.469 align:start position:0% uh so 25 did you start programming at 25 yeah<00:02:05.280> this<00:02:05.399> is<00:02:05.600> really<00:02:05.880> cool<00:02:06.280> how<00:02:06.799> I<00:02:06.880> mean<00:02:07.200> like 00:02:07.469 --> 00:02:07.479 align:start position:0% yeah this is really cool how I mean like 00:02:07.479 --> 00:02:09.309 align:start position:0% yeah this is really cool how I mean like what<00:02:07.759> what<00:02:08.000> triggered<00:02:08.479> you<00:02:08.759> what's<00:02:09.119> what's 00:02:09.309 --> 00:02:09.319 align:start position:0% what what triggered you what's what's 00:02:09.319 --> 00:02:12.910 align:start position:0% what what triggered you what's what's kind<00:02:09.479> of<00:02:09.599> switch<00:02:10.319> Yeah<00:02:10.399> I<00:02:10.520> needed<00:02:10.879> money 00:02:12.910 --> 00:02:12.920 align:start position:0% kind of switch Yeah I needed money 00:02:12.920 --> 00:02:14.589 align:start position:0% kind of switch Yeah I needed money okay 00:02:14.589 --> 00:02:14.599 align:start position:0% okay 00:02:14.599 --> 00:02:18.589 align:start position:0% okay that's<00:02:15.599> the<00:02:15.800> idea<00:02:16.400> that<00:02:16.720> because<00:02:17.640> uh<00:02:18.360> it's 00:02:18.589 --> 00:02:18.599 align:start position:0% that's the idea that because uh it's 00:02:18.599 --> 00:02:21.869 align:start position:0% that's the idea that because uh it's funny<00:02:18.959> but<00:02:19.239> I<00:02:19.400> played<00:02:19.800> poker<00:02:20.360> before<00:02:21.360> so<00:02:21.680> then 00:02:21.869 --> 00:02:21.879 align:start position:0% funny but I played poker before so then 00:02:21.879 --> 00:02:24.309 align:start position:0% funny but I played poker before so then I<00:02:22.000> was<00:02:22.200> 25<00:02:22.920> and<00:02:23.040> I<00:02:23.120> was<00:02:23.319> like<00:02:23.519> kind<00:02:23.680> of<00:02:23.879> thinking 00:02:24.309 --> 00:02:24.319 align:start position:0% I was 25 and I was like kind of thinking 00:02:24.319 --> 00:02:25.750 align:start position:0% I was 25 and I was like kind of thinking like<00:02:24.519> should<00:02:24.800> do<00:02:24.879> I<00:02:25.000> want<00:02:25.120> to<00:02:25.239> do<00:02:25.400> this<00:02:25.560> when 00:02:25.750 --> 00:02:25.760 align:start position:0% like should do I want to do this when 00:02:25.760 --> 00:02:29.390 align:start position:0% like should do I want to do this when I'm<00:02:25.959> 4<00:02:26.599> and<00:02:26.920> like<00:02:27.599> yeah<00:02:27.879> maybe<00:02:28.280> not<00:02:28.760> like<00:02:29.000> let's 00:02:29.390 --> 00:02:29.400 align:start position:0% I'm 4 and like yeah maybe not like let's 00:02:29.400 --> 00:02:33.430 align:start position:0% I'm 4 and like yeah maybe not like let's let's<00:02:29.920> to<00:02:30.040> get<00:02:30.599> serious<00:02:31.599> and<00:02:31.800> like<00:02:32.120> What's<00:02:32.840> um 00:02:33.430 --> 00:02:33.440 align:start position:0% let's to get serious and like What's um 00:02:33.440 --> 00:02:36.110 align:start position:0% let's to get serious and like What's um like<00:02:33.599> a<00:02:33.760> good<00:02:34.000> and<00:02:34.280> my<00:02:34.519> two<00:02:34.760> brothers<00:02:35.280> are<00:02:35.720> both 00:02:36.110 --> 00:02:36.120 align:start position:0% like a good and my two brothers are both 00:02:36.120 --> 00:02:39.229 align:start position:0% like a good and my two brothers are both developers<00:02:37.000> mhm<00:02:37.480> just<00:02:37.760> like<00:02:37.959> maybe<00:02:38.400> let<00:02:38.720> today 00:02:39.229 --> 00:02:39.239 align:start position:0% developers mhm just like maybe let today 00:02:39.239 --> 00:02:41.869 align:start position:0% developers mhm just like maybe let today that<00:02:39.560> and<00:02:40.360> basically<00:02:40.800> one<00:02:40.920> of<00:02:41.080> them<00:02:41.319> got<00:02:41.519> me 00:02:41.869 --> 00:02:41.879 align:start position:0% that and basically one of them got me 00:02:41.879 --> 00:02:44.790 align:start position:0% that and basically one of them got me like<00:02:42.000> a<00:02:42.239> job<00:02:42.800> and<00:02:43.360> that's<00:02:43.560> how<00:02:43.879> start<00:02:44.159> so<00:02:44.680> you 00:02:44.790 --> 00:02:44.800 align:start position:0% like a job and that's how start so you 00:02:44.800 --> 00:02:47.910 align:start position:0% like a job and that's how start so you didn't<00:02:45.040> win<00:02:45.599> a<00:02:45.720> lot<00:02:45.959> and<00:02:46.280> bger<00:02:47.280> yeah<00:02:47.440> I<00:02:47.519> mean<00:02:47.760> it 00:02:47.910 --> 00:02:47.920 align:start position:0% didn't win a lot and bger yeah I mean it 00:02:47.920 --> 00:02:50.190 align:start position:0% didn't win a lot and bger yeah I mean it was<00:02:48.159> like<00:02:48.360> you<00:02:48.480> know<00:02:48.640> it's<00:02:49.080> ups<00:02:49.280> and<00:02:49.519> downs<00:02:49.959> cuz 00:02:50.190 --> 00:02:50.200 align:start position:0% was like you know it's ups and downs cuz 00:02:50.200 --> 00:02:54.309 align:start position:0% was like you know it's ups and downs cuz gambling<00:02:50.760> is<00:02:51.400> tough<00:02:52.080> it's<00:02:52.360> stressful<00:02:53.360> uh<00:02:54.200> but 00:02:54.309 --> 00:02:54.319 align:start position:0% gambling is tough it's stressful uh but 00:02:54.319 --> 00:02:56.790 align:start position:0% gambling is tough it's stressful uh but I<00:02:54.400> mean<00:02:54.599> it<00:02:54.760> was<00:02:55.040> good<00:02:55.680> I<00:02:55.840> it<00:02:55.959> was<00:02:56.200> enough<00:02:56.480> money 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second you know 00:03:05.519 --> 00:03:06.990 align:start position:0% know this is you're the second you know second<00:03:05.840> guy<00:03:05.959> in<00:03:06.040> the<00:03:06.120> community<00:03:06.400> I<00:03:06.480> meet<00:03:06.840> play 00:03:06.990 --> 00:03:07.000 align:start position:0% second guy in the community I meet play 00:03:07.000 --> 00:03:08.949 align:start position:0% second guy in the community I meet play Pier<00:03:07.280> so<00:03:07.680> we<00:03:07.879> had<00:03:08.080> in<00:03:08.159> the<00:03:08.239> Skol<00:03:08.560> committee<00:03:08.840> we 00:03:08.949 --> 00:03:08.959 align:start position:0% Pier so we had in the Skol committee we 00:03:08.959 --> 00:03:11.070 align:start position:0% Pier so we had in the Skol committee we had<00:03:09.040> a<00:03:09.159> guy<00:03:09.280> called<00:03:09.480> Paul<00:03:09.640> Phillips<00:03:10.480> who<00:03:10.599> won 00:03:11.070 --> 00:03:11.080 align:start position:0% had a guy called Paul Phillips who won 00:03:11.080 --> 00:03:13.949 align:start position:0% had a guy called Paul Phillips who won millions<00:03:11.480> in<00:03:11.680> poker<00:03:12.680> and<00:03:12.920> then<00:03:13.519> started<00:03:13.840> to 00:03:13.949 --> 00:03:13.959 align:start position:0% millions in poker and then started to 00:03:13.959 --> 00:03:16.149 align:start position:0% millions in poker and then started to work<00:03:14.080> on<00:03:14.200> Skol<00:03:14.519> compiler<00:03:14.920> as<00:03:15.000> a<00:03:15.120> fun<00:03:15.360> project 00:03:16.149 --> 00:03:16.159 align:start position:0% work on Skol compiler as a fun project 00:03:16.159 --> 00:03:17.509 align:start position:0% work on Skol compiler as a fun project because<00:03:16.640> kind<00:03:16.760> of<00:03:16.879> he<00:03:17.000> always<00:03:17.159> want<00:03:17.280> to<00:03:17.360> do 00:03:17.509 --> 00:03:17.519 align:start position:0% because kind of he always want to do 00:03:17.519 --> 00:03:19.390 align:start position:0% because kind of he always want to do compilers<00:03:18.400> so<00:03:18.720> but<00:03:18.840> you<00:03:18.920> know<00:03:19.040> he<00:03:19.120> was<00:03:19.239> a 00:03:19.390 --> 00:03:19.400 align:start position:0% compilers so but you know he was a 00:03:19.400 --> 00:03:21.270 align:start position:0% compilers so but you know he was a developer<00:03:19.920> before<00:03:20.239> I<00:03:20.360> think<00:03:20.760> so<00:03:20.959> this<00:03:21.080> is 00:03:21.270 --> 00:03:21.280 align:start position:0% developer before I think so this is 00:03:21.280 --> 00:03:23.949 align:start position:0% developer before I think so this is great<00:03:21.519> this<00:03:21.640> is<00:03:21.799> amazing<00:03:22.400> so<00:03:22.720> but<00:03:23.000> like<00:03:23.799> the 00:03:23.949 --> 00:03:23.959 align:start position:0% great this is amazing so but like the 00:03:23.959 --> 00:03:25.270 align:start position:0% great this is amazing so but like the fact<00:03:24.120> that<00:03:24.239> you<00:03:24.319> played<00:03:24.599> poker<00:03:24.879> means<00:03:25.120> you 00:03:25.270 --> 00:03:25.280 align:start position:0% fact that you played poker means you 00:03:25.280 --> 00:03:28.070 align:start position:0% fact that you played poker means you have<00:03:25.720> like<00:03:25.840> a<00:03:26.040> grph<00:03:26.599> of<00:03:26.840> quantitative<00:03:27.720> right 00:03:28.070 --> 00:03:28.080 align:start position:0% have like a grph of quantitative right 00:03:28.080 --> 00:03:29.869 align:start position:0% have like a grph of quantitative right yeah<00:03:28.159> I<00:03:28.319> me<00:03:28.519> because<00:03:28.640> it's<00:03:28.799> also<00:03:29.159> like<00:03:29.400> poker 00:03:29.869 --> 00:03:29.879 align:start position:0% yeah I me because it's also like poker 00:03:29.879 --> 00:03:32.429 align:start position:0% yeah I me because it's also like poker also<00:03:30.200> very<00:03:30.480> like<00:03:30.680> matte<00:03:31.080> heavy<00:03:31.959> like<00:03:32.159> when<00:03:32.280> you 00:03:32.429 --> 00:03:32.439 align:start position:0% also very like matte heavy like when you 00:03:32.439 --> 00:03:35.390 align:start position:0% also very like matte heavy like when you go<00:03:32.720> beyond<00:03:33.159> like<00:03:33.400> just<00:03:33.640> the<00:03:34.560> amateur<00:03:35.120> level 00:03:35.390 --> 00:03:35.400 align:start position:0% go beyond like just the amateur level 00:03:35.400 --> 00:03:37.750 align:start position:0% go beyond like just the amateur level it's<00:03:35.560> a<00:03:35.680> lot<00:03:35.879> of<00:03:36.120> about<00:03:36.480> matte<00:03:36.959> and<00:03:37.200> like<00:03:37.360> a<00:03:37.480> lot 00:03:37.750 --> 00:03:37.760 align:start position:0% it's a lot of about matte and like a lot 00:03:37.760 --> 00:03:40.789 align:start position:0% it's a lot of about matte and like a lot about<00:03:38.159> expectation<00:03:38.879> it's<00:03:39.120> like<00:03:40.000> it's<00:03:40.360> like 00:03:40.789 --> 00:03:40.799 align:start position:0% about expectation it's like it's like 00:03:40.799 --> 00:03:43.990 align:start position:0% about expectation it's like it's like it's<00:03:41.200> funny<00:03:41.959> um<00:03:42.680> the<00:03:42.920> most<00:03:43.280> kind<00:03:43.400> of<00:03:43.519> important 00:03:43.990 --> 00:03:44.000 align:start position:0% it's funny um the most kind of important 00:03:44.000 --> 00:03:45.869 align:start position:0% it's funny um the most kind of important thing<00:03:44.200> is<00:03:44.360> that<00:03:44.680> like 00:03:45.869 --> 00:03:45.879 align:start position:0% thing is that like 00:03:45.879 --> 00:03:49.070 align:start position:0% thing is that like U<00:03:46.879> I<00:03:47.000> feel<00:03:47.280> like<00:03:47.599> like<00:03:48.000> if<00:03:48.439> you<00:03:48.680> you<00:03:48.760> should 00:03:49.070 --> 00:03:49.080 align:start position:0% U I feel like like if you you should 00:03:49.080 --> 00:03:51.030 align:start position:0% U I feel like like if you you should just<00:03:49.280> keep<00:03:49.519> doing<00:03:49.799> the<00:03:50.040> right<00:03:50.400> things<00:03:50.840> it 00:03:51.030 --> 00:03:51.040 align:start position:0% just keep doing the right things it 00:03:51.040 --> 00:03:54.270 align:start position:0% just keep doing the right things it might<00:03:51.319> not<00:03:51.720> always<00:03:52.280> end<00:03:52.599> up<00:03:53.159> U<00:03:53.599> good<00:03:54.040> right 00:03:54.270 --> 00:03:54.280 align:start position:0% might not always end up U good right 00:03:54.280 --> 00:03:55.830 align:start position:0% might not always end up U good right because<00:03:54.480> there's<00:03:54.680> some<00:03:54.920> variant<00:03:55.400> like<00:03:55.560> you<00:03:55.680> do 00:03:55.830 --> 00:03:55.840 align:start position:0% because there's some variant like you do 00:03:55.840 --> 00:03:58.110 align:start position:0% because there's some variant like you do a<00:03:56.040> good<00:03:56.280> thing<00:03:56.799> like<00:03:56.920> you<00:03:57.040> do<00:03:57.159> a<00:03:57.280> good<00:03:57.480> play<00:03:58.040> and 00:03:58.110 --> 00:03:58.120 align:start position:0% a good thing like you do a good play and 00:03:58.120 --> 00:04:00.470 align:start position:0% a good thing like you do a good play and you<00:03:58.280> might<00:03:58.480> lose<00:03:58.760> money<00:03:59.439> but<00:03:59.799> that's<00:04:00.040> fine<00:04:00.360> the 00:04:00.470 --> 00:04:00.480 align:start position:0% you might lose money but that's fine the 00:04:00.480 --> 00:04:02.630 align:start position:0% you might lose money but that's fine the important<00:04:00.879> thing<00:04:01.079> is<00:04:01.360> like<00:04:01.560> the<00:04:01.840> process<00:04:02.400> of 00:04:02.630 --> 00:04:02.640 align:start position:0% important thing is like the process of 00:04:02.640 --> 00:04:05.149 align:start position:0% important thing is like the process of like<00:04:03.040> playing<00:04:03.480> good<00:04:03.720> and<00:04:03.879> doing<00:04:04.280> good<00:04:04.959> and 00:04:05.149 --> 00:04:05.159 align:start position:0% like playing good and doing good and 00:04:05.159 --> 00:04:07.710 align:start position:0% like playing good and doing good and like<00:04:05.360> over<00:04:05.760> time<00:04:06.159> the<00:04:06.319> more<00:04:06.920> good<00:04:07.159> things<00:04:07.400> you 00:04:07.710 --> 00:04:07.720 align:start position:0% like over time the more good things you 00:04:07.720 --> 00:04:10.550 align:start position:0% like over time the more good things you do<00:04:08.720> the<00:04:08.920> better<00:04:09.319> it<00:04:09.439> will<00:04:09.640> be<00:04:09.840> for<00:04:10.079> you<00:04:10.360> right 00:04:10.550 --> 00:04:10.560 align:start position:0% do the better it will be for you right 00:04:10.560 --> 00:04:13.229 align:start position:0% do the better it will be for you right and<00:04:10.760> I<00:04:10.840> feel<00:04:11.040> like<00:04:11.239> that's<00:04:11.480> like<00:04:11.599> a<00:04:11.879> good<00:04:12.599> um 00:04:13.229 --> 00:04:13.239 align:start position:0% and I feel like that's like a good um 00:04:13.239 --> 00:04:15.270 align:start position:0% and I feel like that's like a good um like<00:04:13.480> mindset<00:04:13.959> to<00:04:14.200> have<00:04:14.519> right<00:04:14.640> so<00:04:14.840> it's<00:04:15.000> not 00:04:15.270 --> 00:04:15.280 align:start position:0% like mindset to have right so it's not 00:04:15.280 --> 00:04:17.949 align:start position:0% like mindset to have right so it's not like<00:04:16.239> uh<00:04:16.440> everyday<00:04:17.040> results<00:04:17.519> but<00:04:17.720> like 00:04:17.949 --> 00:04:17.959 align:start position:0% like uh everyday results but like 00:04:17.959 --> 00:04:21.469 align:start position:0% like uh everyday results but like longterm<00:04:18.880> uh<00:04:19.479> process<00:04:20.280> uh<00:04:20.479> to<00:04:20.720> get<00:04:21.000> better 00:04:21.469 --> 00:04:21.479 align:start position:0% longterm uh process uh to get better 00:04:21.479 --> 00:04:23.110 align:start position:0% longterm uh process uh to get better every<00:04:21.759> day<00:04:22.120> it<00:04:22.240> sounds<00:04:22.440> like<00:04:22.520> a<00:04:22.639> great<00:04:22.840> career 00:04:23.110 --> 00:04:23.120 align:start position:0% every day it sounds like a great career 00:04:23.120 --> 00:04:25.749 align:start position:0% every day it sounds like a great career advice<00:04:23.360> for<00:04:23.520> J<00:04:23.960> to<00:04:24.240> right<00:04:24.680> it's<00:04:24.880> like<00:04:25.400> you<00:04:25.600> may 00:04:25.749 --> 00:04:25.759 align:start position:0% advice for J to right it's like you may 00:04:25.759 --> 00:04:27.990 align:start position:0% advice for J to right it's like you may or<00:04:26.080> not<00:04:26.400> you<00:04:26.520> know<00:04:26.880> yeah<00:04:27.000> I<00:04:27.040> mean<00:04:27.199> for<00:04:27.440> at<00:04:27.720> L 00:04:27.990 --> 00:04:28.000 align:start position:0% or not you know yeah I mean for at L 00:04:28.000 --> 00:04:30.029 align:start position:0% or not you know yeah I mean for at L it's<00:04:28.240> like<00:04:28.840> you<00:04:29.000> never<00:04:29.280> know<00:04:29.440> what's<00:04:29.759> going<00:04:29.840> to 00:04:30.029 --> 00:04:30.039 align:start position:0% it's like you never know what's going to 00:04:30.039 --> 00:04:33.150 align:start position:0% it's like you never know what's going to happen<00:04:30.520> right<00:04:31.199> and<00:04:31.440> like<00:04:31.680> just<00:04:32.479> build<00:04:32.840> like<00:04:33.000> a 00:04:33.150 --> 00:04:33.160 align:start position:0% happen right and like just build like a 00:04:33.160 --> 00:04:35.990 align:start position:0% happen right and like just build like a nice<00:04:33.440> framework<00:04:34.000> and<00:04:34.199> like<00:04:34.520> iterate<00:04:35.520> daily 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right a million just to 00:04:45.479 --> 00:04:49.550 align:start position:0% VC right was right a million just to start<00:04:46.479> right<00:04:46.759> so<00:04:47.520> so<00:04:47.840> okay<00:04:48.000> so<00:04:48.280> so<00:04:48.440> you<00:04:48.560> start 00:04:49.550 --> 00:04:49.560 align:start position:0% start right so so okay so so you start 00:04:49.560 --> 00:04:51.670 align:start position:0% start right so so okay so so you start uh<00:04:50.240> uh<00:04:50.360> coding<00:04:50.800> and<00:04:51.080> like<00:04:51.280> what<00:04:51.400> was<00:04:51.520> your 00:04:51.670 --> 00:04:51.680 align:start position:0% uh uh coding and like what was your 00:04:51.680 --> 00:04:54.070 align:start position:0% uh uh coding and like what was your first<00:04:51.840> program<00:04:52.160> language<00:04:53.000> yeah<00:04:53.240> I<00:04:53.759> actually 00:04:54.070 --> 00:04:54.080 align:start position:0% first program language yeah I actually 00:04:54.080 --> 00:04:56.150 align:start position:0% first program language yeah I actually cuz<00:04:54.280> like<00:04:54.440> I<00:04:54.560> told<00:04:54.800> you<00:04:55.080> my<00:04:55.280> boss<00:04:55.600> was<00:04:55.880> really 00:04:56.150 --> 00:04:56.160 align:start position:0% cuz like I told you my boss was really 00:04:56.160 --> 00:04:57.550 align:start position:0% cuz like I told you my boss was really obsessed<00:04:56.680> about 00:04:57.550 --> 00:04:57.560 align:start position:0% obsessed about 00:04:57.560 --> 00:05:01.550 align:start position:0% obsessed about NJ<00:04:58.560> so<00:04:59.199> my<00:04:59.960> programming<00:05:00.639> Lang<00:05:01.080> language 00:05:01.550 --> 00:05:01.560 align:start position:0% NJ so my programming Lang language 00:05:01.560 --> 00:05:04.189 align:start position:0% NJ so my programming Lang language basically<00:05:02.560> wasn't<00:05:03.000> really<00:05:03.360> coding<00:05:03.759> language 00:05:04.189 --> 00:05:04.199 align:start position:0% basically wasn't really coding language 00:05:04.199 --> 00:05:06.909 align:start position:0% basically wasn't really coding language but<00:05:04.400> was<00:05:05.039> Cipher<00:05:05.600> which<00:05:05.759> is<00:05:06.039> like<00:05:06.199> a<00:05:06.479> query 00:05:06.909 --> 00:05:06.919 align:start position:0% but was Cipher which is like a query 00:05:06.919 --> 00:05:10.310 align:start position:0% but was Cipher which is like a query language<00:05:07.400> for<00:05:07.880> gra<00:05:08.400> databases<00:05:09.400> so<00:05:09.919> the<00:05:10.080> first 00:05:10.310 --> 00:05:10.320 align:start position:0% language for gra databases so the first 00:05:10.320 --> 00:05:13.430 align:start position:0% language for gra databases so the first thing<00:05:10.520> I<00:05:10.639> got<00:05:11.160> into<00:05:11.520> was<00:05:11.720> like<00:05:11.919> data<00:05:12.440> modeling 00:05:13.430 --> 00:05:13.440 align:start position:0% thing I got into was like data modeling 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is really really<00:05:22.800> cool<00:05:23.520> and<00:05:23.960> uh<00:05:24.160> I<00:05:24.240> mean<00:05:24.440> it's<00:05:24.639> kind<00:05:24.759> of 00:05:24.909 --> 00:05:24.919 align:start position:0% really cool and uh I mean it's kind of 00:05:24.919 --> 00:05:26.870 align:start position:0% really cool and uh I mean it's kind of amazing<00:05:25.280> right<00:05:25.440> because<00:05:26.080> so<00:05:26.319> when<00:05:26.479> I<00:05:26.600> joined 00:05:26.870 --> 00:05:26.880 align:start position:0% amazing right because so when I joined 00:05:26.880 --> 00:05:28.990 align:start position:0% amazing right because so when I joined NJ<00:05:27.400> I<00:05:27.479> was<00:05:27.680> like<00:05:27.919> catching<00:05:28.240> up<00:05:28.600> because<00:05:28.759> I<00:05:28.840> knew 00:05:28.990 --> 00:05:29.000 align:start position:0% NJ I was like catching up because I knew 00:05:29.000 --> 00:05:31.590 align:start position:0% NJ I was like catching up because I knew about<00:05:29.160> NJ<00:05:29.720> for<00:05:29.880> maybe<00:05:30.240> 20<00:05:30.639> years<00:05:31.319> like<00:05:31.440> it's 00:05:31.590 --> 00:05:31.600 align:start position:0% about NJ for maybe 20 years like it's 00:05:31.600 --> 00:05:33.550 align:start position:0% about NJ for maybe 20 years like it's been<00:05:31.720> around<00:05:31.960> for<00:05:32.120> a<00:05:32.240> very<00:05:32.440> long<00:05:32.720> time<00:05:33.360> right 00:05:33.550 --> 00:05:33.560 align:start position:0% been around for a very long time right 00:05:33.560 --> 00:05:35.110 align:start position:0% been around for a very long time right and<00:05:33.720> so<00:05:33.960> I<00:05:34.080> was<00:05:34.280> I<00:05:34.360> wanted<00:05:34.520> to<00:05:34.680> catch<00:05:34.840> up<00:05:35.039> the 00:05:35.110 --> 00:05:35.120 align:start position:0% and so I was I wanted to catch up the 00:05:35.120 --> 00:05:37.469 align:start position:0% and so I was I wanted to catch up the first<00:05:35.360> book<00:05:35.560> I<00:05:35.680> got<00:05:35.919> was<00:05:36.080> your<00:05:36.319> book<00:05:36.960> on<00:05:37.199> gr 00:05:37.469 --> 00:05:37.479 align:start position:0% first book I got was your book on gr 00:05:37.479 --> 00:05:39.870 align:start position:0% first book I got was your book on gr data<00:05:37.759> science<00:05:38.000> and<00:05:38.160> money<00:05:38.720> right<00:05:39.400> and<00:05:39.600> it's 00:05:39.870 --> 00:05:39.880 align:start position:0% data science and money right and it's 00:05:39.880 --> 00:05:42.510 align:start position:0% data science and money right and it's like<00:05:40.160> it's<00:05:40.319> just<00:05:40.520> fresh<00:05:40.919> off<00:05:41.759> the<00:05:41.919> press<00:05:42.319> in 00:05:42.510 --> 00:05:42.520 align:start position:0% like it's just fresh off the press in 00:05:42.520 --> 00:05:45.029 align:start position:0% like it's just fresh off the press in February<00:05:43.199> right<00:05:43.800> like<00:05:44.240> like<00:05:44.360> I<00:05:44.479> bring<00:05:44.680> it 00:05:45.029 --> 00:05:45.039 align:start position:0% February right like like I bring it 00:05:45.039 --> 00:05:47.550 align:start position:0% February right like like I bring it about<00:05:45.720> show<00:05:45.960> it<00:05:46.080> to<00:05:46.199> Philip<00:05:46.479> R<00:05:46.880> the<00:05:46.960> C<00:05:47.400> he's 00:05:47.550 --> 00:05:47.560 align:start position:0% about show it to Philip R the C he's 00:05:47.560 --> 00:05:49.749 align:start position:0% about show it to Philip R the C he's like<00:05:47.720> tamash<00:05:48.520> is<00:05:48.639> a<00:05:48.800> machine<00:05:49.240> he<00:05:49.360> makes<00:05:49.600> all 00:05:49.749 --> 00:05:49.759 align:start position:0% like tamash is a machine he makes all 00:05:49.759 --> 00:05:53.230 align:start position:0% like tamash is a machine he makes all the<00:05:49.919> content<00:05:50.240> for<00:05:50.720> us<00:05:51.720> like<00:05:52.120> and<00:05:52.240> so<00:05:52.919> like<00:05:53.120> I 00:05:53.230 --> 00:05:53.240 align:start position:0% the content for us like and so like I 00:05:53.240 --> 00:05:54.870 align:start position:0% the content for us like and so like I knew<00:05:53.440> and<00:05:53.560> then<00:05:53.680> now<00:05:53.800> you<00:05:53.960> write<00:05:54.199> another<00:05:54.520> book 00:05:54.870 --> 00:05:54.880 align:start position:0% knew and then now you write another book 00:05:54.880 --> 00:05:58.029 align:start position:0% knew and then now you write another book right<00:05:55.400> yeah<00:05:56.160> so<00:05:56.479> how<00:05:56.680> how<00:05:56.800> do<00:05:56.919> you<00:05:57.720> how<00:05:57.840> do<00:05:57.919> you 00:05:58.029 --> 00:05:58.039 align:start position:0% right yeah so how how do you how do you 00:05:58.039 --> 00:06:01.189 align:start position:0% right yeah so how how do you how do you find<00:05:58.360> time<00:05:59.000> like<00:05:59.240> I<00:05:59.360> mean<00:05:59.720> it's<00:05:59.960> tough<00:06:00.960> like 00:06:01.189 --> 00:06:01.199 align:start position:0% find time like I mean it's tough like 00:06:01.199 --> 00:06:03.550 align:start position:0% find time like I mean it's tough like books<00:06:01.440> are<00:06:01.759> tough<00:06:02.479> because<00:06:02.720> it's<00:06:02.919> like<00:06:03.240> wow<00:06:03.479> it 00:06:03.550 --> 00:06:03.560 align:start position:0% books are tough because it's like wow it 00:06:03.560 --> 00:06:05.510 align:start position:0% books are tough because it's like wow it would<00:06:03.720> be<00:06:03.880> so<00:06:04.080> good<00:06:04.240> to<00:06:04.400> write<00:06:04.600> a<00:06:04.800> book<00:06:05.360> but 00:06:05.510 --> 00:06:05.520 align:start position:0% would be so good to write a book but 00:06:05.520 --> 00:06:07.029 align:start position:0% would be so good to write a book but then<00:06:05.680> when<00:06:05.800> you're<00:06:06.000> actually<00:06:06.319> writing<00:06:06.800> it's 00:06:07.029 --> 00:06:07.039 align:start position:0% then when you're actually writing it's 00:06:07.039 --> 00:06:10.510 align:start position:0% then when you're actually writing it's like<00:06:07.360> why<00:06:07.639> did<00:06:07.840> I<00:06:08.080> do<00:06:08.319> it<00:06:08.800> right<00:06:09.800> right<00:06:10.240> that's 00:06:10.510 --> 00:06:10.520 align:start position:0% like why did I do it right right that's 00:06:10.520 --> 00:06:12.550 align:start position:0% like why did I do it right right that's right<00:06:10.880> that's<00:06:11.120> right<00:06:11.800> but<00:06:11.960> you<00:06:12.080> did<00:06:12.319> this 00:06:12.550 --> 00:06:12.560 align:start position:0% right that's right but you did this 00:06:12.560 --> 00:06:13.909 align:start position:0% right that's right but you did this right<00:06:12.680> and<00:06:12.759> so<00:06:12.919> like<00:06:13.039> the<00:06:13.199> graph<00:06:13.440> data<00:06:13.639> science 00:06:13.909 --> 00:06:13.919 align:start position:0% right and so like the graph data science 00:06:13.919 --> 00:06:16.950 align:start position:0% right and so like the graph data science basically<00:06:14.319> graph<00:06:14.639> algorithms<00:06:15.400> like<00:06:16.120> for<00:06:16.599> forj 00:06:16.950 --> 00:06:16.960 align:start position:0% basically graph algorithms like for forj 00:06:16.960 --> 00:06:18.950 align:start position:0% basically graph algorithms like for forj which<00:06:17.039> is<00:06:17.160> not<00:06:17.319> gen<00:06:17.880> but<00:06:18.039> it<00:06:18.199> this<00:06:18.319> is<00:06:18.479> all 00:06:18.950 --> 00:06:18.960 align:start position:0% which is not gen but it this is all 00:06:18.960 --> 00:06:20.870 align:start position:0% which is not gen but it this is all basic<00:06:19.280> algorithm<00:06:19.840> I<00:06:19.919> think<00:06:20.080> this<00:06:20.199> is<00:06:20.479> awesome 00:06:20.870 --> 00:06:20.880 align:start position:0% basic algorithm I think this is awesome 00:06:20.880 --> 00:06:22.550 align:start position:0% basic algorithm I think this is awesome right<00:06:21.039> because<00:06:21.599> nowadays<00:06:22.039> I<00:06:22.120> think<00:06:22.240> a<00:06:22.319> lot<00:06:22.440> of 00:06:22.550 --> 00:06:22.560 align:start position:0% right because nowadays I think a lot of 00:06:22.560 --> 00:06:26.189 align:start position:0% right because nowadays I think a lot of people<00:06:22.800> who<00:06:22.960> come<00:06:23.240> to<00:06:24.240> AI<00:06:25.039> they're<00:06:25.280> not<00:06:25.560> really 00:06:26.189 --> 00:06:26.199 align:start position:0% people who come to AI they're not really 00:06:26.199 --> 00:06:28.150 align:start position:0% people who come to AI they're not really necessarily<00:06:26.599> going<00:06:26.840> through<00:06:27.000> CS<00:06:27.360> education 00:06:28.150 --> 00:06:28.160 align:start position:0% necessarily going through CS education 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this<00:06:35.680> is<00:06:35.840> kind 00:06:35.909 --> 00:06:35.919 align:start position:0% right most of the time so this is kind 00:06:35.919 --> 00:06:37.550 align:start position:0% right most of the time so this is kind of<00:06:36.039> funny<00:06:36.319> to<00:06:36.440> me<00:06:36.680> right<00:06:37.080> it's<00:06:37.240> like<00:06:37.360> you 00:06:37.550 --> 00:06:37.560 align:start position:0% of funny to me right it's like you 00:06:37.560 --> 00:06:40.990 align:start position:0% of funny to me right it's like you assume<00:06:37.840> graphs<00:06:38.240> are<00:06:38.520> basic<00:06:39.240> but<00:06:39.400> no<00:06:40.039> uh<00:06:40.400> so<00:06:40.840> so 00:06:40.990 --> 00:06:41.000 align:start position:0% assume graphs are basic but no uh so so 00:06:41.000 --> 00:06:44.350 align:start position:0% assume graphs are basic but no uh so so you<00:06:41.080> like<00:06:41.319> graphs<00:06:41.919> right<00:06:42.199> and<00:06:42.880> so<00:06:43.120> how<00:06:43.319> do<00:06:44.120> like 00:06:44.350 --> 00:06:44.360 align:start position:0% you like graphs right and so how do like 00:06:44.360 --> 00:06:45.990 align:start position:0% you like graphs right and so how do like how<00:06:44.479> do<00:06:44.599> you<00:06:44.759> find<00:06:45.120> this<00:06:45.319> connection<00:06:45.840> like 00:06:45.990 --> 00:06:46.000 align:start position:0% how do you find this connection like 00:06:46.000 --> 00:06:50.029 align:start position:0% how do you find this connection like when<00:06:46.160> did<00:06:46.319> you<00:06:46.680> find<00:06:47.680> that<00:06:48.319> knowledge<00:06:49.039> graphs 00:06:50.029 --> 00:06:50.039 align:start position:0% when did you find that knowledge graphs 00:06:50.039 --> 00:06:52.070 align:start position:0% when did you find that knowledge graphs can<00:06:50.440> help<00:06:51.280> with 00:06:52.070 --> 00:06:52.080 align:start position:0% can help with 00:06:52.080 --> 00:06:55.270 align:start position:0% can help with LMS<00:06:53.080> yeah<00:06:53.240> I<00:06:53.319> mean<00:06:53.560> I<00:06:53.759> always<00:06:54.160> knew<00:06:54.520> that<00:06:55.000> right 00:06:55.270 --> 00:06:55.280 align:start position:0% LMS yeah I mean I always knew that right 00:06:55.280 --> 00:06:57.909 align:start position:0% LMS yeah I mean I always knew that right it's<00:06:55.599> like<00:06:55.879> nothing<00:06:56.280> new<00:06:56.560> because<00:06:57.360> how<00:06:57.520> I<00:06:57.639> see 00:06:57.909 --> 00:06:57.919 align:start position:0% it's like nothing new because how I see 00:06:57.919 --> 00:06:59.629 align:start position:0% it's like nothing new because how I see this<00:06:58.080> like<00:06:58.280> if<00:06:58.400> you<00:06:58.560> have<00:06:58.800> nicely<00:06:59.160> organiz 00:06:59.629 --> 00:06:59.639 align:start position:0% this like if you have nicely organiz 00:06:59.639 --> 00:07:00.469 align:start position:0% this like if you have nicely organiz nice 00:07:00.469 --> 00:07:00.479 align:start position:0% nice 00:07:00.479 --> 00:07:03.990 align:start position:0% nice data<00:07:01.479> then<00:07:01.720> that's<00:07:02.039> awesome<00:07:02.599> right<00:07:02.879> and<00:07:03.599> it's 00:07:03.990 --> 00:07:04.000 align:start position:0% data then that's awesome right and it's 00:07:04.000 --> 00:07:06.110 align:start position:0% data then that's awesome right and it's just<00:07:04.319> like<00:07:04.520> it's<00:07:05.000> as<00:07:05.160> simple<00:07:05.479> as<00:07:05.680> that<00:07:05.919> like 00:07:06.110 --> 00:07:06.120 align:start position:0% just like it's as simple as that like 00:07:06.120 --> 00:07:08.950 align:start position:0% just like it's as simple as that like nice<00:07:06.400> clean<00:07:06.800> data<00:07:07.360> M<00:07:07.840> it's<00:07:08.080> nicely 00:07:08.950 --> 00:07:08.960 align:start position:0% nice clean data M it's nicely 00:07:08.960 --> 00:07:11.430 align:start position:0% nice clean data M it's nicely organized<00:07:09.960> and<00:07:10.199> that's<00:07:10.520> like<00:07:10.879> the<00:07:11.240> the 00:07:11.430 --> 00:07:11.440 align:start position:0% organized and that's like the the 00:07:11.440 --> 00:07:14.309 align:start position:0% organized and that's like the the powerful<00:07:12.000> thing<00:07:12.720> uh<00:07:12.919> that<00:07:13.039> you<00:07:13.199> can<00:07:13.479> then 00:07:14.309 --> 00:07:14.319 align:start position:0% powerful thing uh that you can then 00:07:14.319 --> 00:07:17.110 align:start position:0% powerful thing uh that you can then build<00:07:14.680> around<00:07:15.280> right<00:07:16.120> and<00:07:16.319> I<00:07:16.520> always<00:07:16.879> like 00:07:17.110 --> 00:07:17.120 align:start position:0% build around right and I always like 00:07:17.120 --> 00:07:20.350 align:start position:0% build around right and I always like like<00:07:17.280> even<00:07:17.479> before<00:07:18.039> L<00:07:18.360> for<00:07:18.520> the<00:07:19.000> thing<00:07:20.000> I<00:07:20.160> was 00:07:20.350 --> 00:07:20.360 align:start position:0% like even before L for the thing I was 00:07:20.360 --> 00:07:22.790 align:start position:0% like even before L for the thing I was also<00:07:20.639> interested<00:07:21.120> because<00:07:21.919> before<00:07:22.160> the<00:07:22.520> lens 00:07:22.790 --> 00:07:22.800 align:start position:0% also interested because before the lens 00:07:22.800 --> 00:07:25.790 align:start position:0% also interested because before the lens we<00:07:22.960> call<00:07:23.240> this<00:07:23.560> NLP<00:07:24.240> so<00:07:24.960> natural<00:07:25.440> language 00:07:25.790 --> 00:07:25.800 align:start position:0% we call this NLP so natural language 00:07:25.800 --> 00:07:28.309 align:start position:0% we call this NLP so natural language processing<00:07:26.440> so<00:07:26.720> like<00:07:27.319> the<00:07:27.520> whole<00:07:27.960> the<00:07:28.160> the 00:07:28.309 --> 00:07:28.319 align:start position:0% processing so like the whole the the 00:07:28.319 --> 00:07:31.710 align:start position:0% processing so like the whole the the whole<00:07:28.960> like<00:07:29.960> uh<00:07:30.120> building<00:07:31.039> uh<00:07:31.280> knowledge 00:07:31.710 --> 00:07:31.720 align:start position:0% whole like uh building uh knowledge 00:07:31.720 --> 00:07:35.189 align:start position:0% whole like uh building uh knowledge graphs<00:07:32.039> from<00:07:32.360> text<00:07:32.759> or<00:07:33.080> like<00:07:33.560> um<00:07:33.919> generating<00:07:34.599> s 00:07:35.189 --> 00:07:35.199 align:start position:0% graphs from text or like um generating s 00:07:35.199 --> 00:07:37.150 align:start position:0% graphs from text or like um generating s statements<00:07:35.639> or<00:07:35.879> stuff<00:07:36.080> like<00:07:36.280> that<00:07:36.840> that 00:07:37.150 --> 00:07:37.160 align:start position:0% statements or stuff like that that 00:07:37.160 --> 00:07:39.909 align:start position:0% statements or stuff like that that already<00:07:37.639> existed<00:07:38.039> even<00:07:38.319> before<00:07:38.520> the<00:07:38.680> LMS<00:07:39.680> it's 00:07:39.909 --> 00:07:39.919 align:start position:0% already existed even before the LMS it's 00:07:39.919 --> 00:07:41.749 align:start position:0% already existed even before the LMS it's just<00:07:40.199> that<00:07:40.440> everything<00:07:40.800> was<00:07:40.960> so<00:07:41.199> domain 00:07:41.749 --> 00:07:41.759 align:start position:0% just that everything was so domain 00:07:41.759 --> 00:07:44.230 align:start position:0% just that everything was so domain specific<00:07:42.639> and<00:07:42.879> like<00:07:43.000> you<00:07:43.120> needed<00:07:43.560> like<00:07:43.680> a<00:07:43.919> team 00:07:44.230 --> 00:07:44.240 align:start position:0% specific and like you needed like a team 00:07:44.240 --> 00:07:46.950 align:start position:0% specific and like you needed like a team of<00:07:45.039> machine<00:07:45.479> learning<00:07:45.879> Engineers<00:07:46.440> to<00:07:46.599> build 00:07:46.950 --> 00:07:46.960 align:start position:0% of machine learning Engineers to build 00:07:46.960 --> 00:07:49.990 align:start position:0% of machine learning Engineers to build data<00:07:47.360> sets<00:07:48.000> and<00:07:48.680> it's<00:07:49.000> like<00:07:49.319> and<00:07:49.479> I<00:07:49.560> was<00:07:49.680> always 00:07:49.990 --> 00:07:50.000 align:start position:0% data sets and it's like and I was always 00:07:50.000 --> 00:07:51.749 align:start position:0% data sets and it's like and I was always looking<00:07:50.240> for<00:07:50.440> the<00:07:50.639> sides<00:07:51.039> like<00:07:51.199> this<00:07:51.319> is<00:07:51.479> so 00:07:51.749 --> 00:07:51.759 align:start position:0% looking for the sides like this is so 00:07:51.759 --> 00:07:53.589 align:start position:0% looking for the sides like this is so awesome<00:07:52.479> but<00:07:52.639> like<00:07:52.800> I<00:07:52.879> don't<00:07:53.039> know<00:07:53.240> anything 00:07:53.589 --> 00:07:53.599 align:start position:0% awesome but like I don't know anything 00:07:53.599 --> 00:07:55.430 align:start position:0% awesome but like I don't know anything about<00:07:53.919> pyto<00:07:54.479> and<00:07:54.720> like<00:07:54.879> I<00:07:54.960> don't<00:07:55.159> want<00:07:55.280> to 00:07:55.430 --> 00:07:55.440 align:start position:0% about pyto and like I don't want to 00:07:55.440 --> 00:07:57.670 align:start position:0% about pyto and like I don't want to build<00:07:55.759> custom<00:07:56.159> data<00:07:56.479> set<00:07:57.120> but<00:07:57.319> it's<00:07:57.520> it's 00:07:57.670 --> 00:07:57.680 align:start position:0% build custom data set but it's it's 00:07:57.680 --> 00:08:01.149 align:start position:0% build custom data set but it's it's still<00:07:58.039> cool<00:07:58.599> right<00:07:59.240> and<00:07:59.639> then<00:07:59.879> like<00:08:00.159> once<00:08:00.520> llm 00:08:01.149 --> 00:08:01.159 align:start position:0% still cool right and then like once llm 00:08:01.159 --> 00:08:04.070 align:start position:0% still cool right and then like once llm came<00:08:01.360> out<00:08:01.599> it's<00:08:01.800> like<00:08:02.080> okay<00:08:02.280> so<00:08:02.800> now<00:08:03.800> even 00:08:04.070 --> 00:08:04.080 align:start position:0% came out it's like okay so now even 00:08:04.080 --> 00:08:05.629 align:start position:0% came out it's like okay so now even though<00:08:04.400> I'm<00:08:04.520> not<00:08:04.759> like<00:08:04.919> a<00:08:05.039> machine<00:08:05.319> learning 00:08:05.629 --> 00:08:05.639 align:start position:0% though I'm not like a machine learning 00:08:05.639 --> 00:08:08.149 align:start position:0% though I'm not like a machine learning engineer<00:08:06.159> I<00:08:06.280> can<00:08:06.440> do<00:08:06.680> this<00:08:07.039> on<00:08:07.199> my<00:08:07.360> own<00:08:07.759> and<00:08:08.039> it 00:08:08.149 --> 00:08:08.159 align:start position:0% engineer I can do this on my own and it 00:08:08.159 --> 00:08:11.550 align:start position:0% engineer I can do this on my own and it was<00:08:08.440> like<00:08:08.840> the<00:08:09.520> the<00:08:09.879> like<00:08:10.039> a<00:08:10.319> natural<00:08:11.000> step<00:08:11.360> to 00:08:11.550 --> 00:08:11.560 align:start position:0% was like the the like a natural step to 00:08:11.560 --> 00:08:14.469 align:start position:0% was like the the like a natural step to just<00:08:11.840> okay<00:08:12.120> let's<00:08:12.400> let's<00:08:12.639> do<00:08:12.800> it<00:08:13.520> wow<00:08:14.159> now<00:08:14.360> this 00:08:14.469 --> 00:08:14.479 align:start position:0% just okay let's let's do it wow now this 00:08:14.479 --> 00:08:17.309 align:start position:0% just okay let's let's do it wow now this is<00:08:14.639> awesome<00:08:15.520> uh<00:08:15.800> and<00:08:15.919> so<00:08:16.159> I<00:08:16.240> mean<00:08:16.680> I<00:08:16.759> can't<00:08:17.039> help 00:08:17.309 --> 00:08:17.319 align:start position:0% is awesome uh and so I mean I can't help 00:08:17.319 --> 00:08:19.230 align:start position:0% is awesome uh and so I mean I can't help ask<00:08:17.520> you<00:08:17.720> right<00:08:17.840> so<00:08:18.039> your<00:08:18.759> comes<00:08:19.039> from 00:08:19.230 --> 00:08:19.240 align:start position:0% ask you right so your comes from 00:08:19.240 --> 00:08:21.749 align:start position:0% ask you right so your comes from Slovenia<00:08:19.759> you<00:08:19.919> come<00:08:20.080> from<00:08:20.360> Slovenia<00:08:21.360> like 00:08:21.749 --> 00:08:21.759 align:start position:0% Slovenia you come from Slovenia like 00:08:21.759 --> 00:08:23.469 align:start position:0% Slovenia you come from Slovenia like right<00:08:21.960> like<00:08:22.120> graph<00:08:22.520> people<00:08:22.960> right<00:08:23.120> some<00:08:23.280> of 00:08:23.469 --> 00:08:23.479 align:start position:0% right like graph people right some of 00:08:23.479 --> 00:08:26.550 align:start position:0% right like graph people right some of the<00:08:23.599> best<00:08:23.759> graph<00:08:24.120> people<00:08:24.800> in<00:08:25.039> Academia<00:08:25.840> in 00:08:26.550 --> 00:08:26.560 align:start position:0% the best graph people in Academia in 00:08:26.560 --> 00:08:28.550 align:start position:0% the best graph people in Academia in kind<00:08:26.720> of<00:08:26.919> practice<00:08:27.479> right<00:08:27.639> so<00:08:27.840> what<00:08:28.000> makes<00:08:28.280> it 00:08:28.550 --> 00:08:28.560 align:start position:0% kind of practice right so what makes it 00:08:28.560 --> 00:08:30.029 align:start position:0% kind of practice right so what makes it Slovenia<00:08:29.520> like<00:08:29.680> I<00:08:29.759> think<00:08:29.879> it's 00:08:30.029 --> 00:08:30.039 align:start position:0% Slovenia like I think it's 00:08:30.039 --> 00:08:32.389 align:start position:0% Slovenia like I think it's disproportional<00:08:30.919> right<00:08:31.280> like<00:08:31.479> two<00:08:31.759> great<00:08:32.039> gra 00:08:32.389 --> 00:08:32.399 align:start position:0% disproportional right like two great gra 00:08:32.399 --> 00:08:35.550 align:start position:0% disproportional right like two great gra people<00:08:32.599> from<00:08:32.800> one<00:08:32.959> small<00:08:33.240> country<00:08:34.200> so<00:08:35.200> yeah 00:08:35.550 --> 00:08:35.560 align:start position:0% people from one small country so yeah 00:08:35.560 --> 00:08:37.110 align:start position:0% people from one small country so yeah but<00:08:35.719> then<00:08:35.880> if<00:08:35.959> you<00:08:36.080> say<00:08:36.279> two<00:08:36.479> it's<00:08:36.640> like<00:08:36.800> one<00:08:36.959> in 00:08:37.110 --> 00:08:37.120 align:start position:0% but then if you say two it's like one in 00:08:37.120 --> 00:08:38.670 align:start position:0% but then if you say two it's like one in a<00:08:37.279> million<00:08:37.839> right<00:08:38.039> because<00:08:38.279> there's<00:08:38.519> 2 00:08:38.670 --> 00:08:38.680 align:start position:0% a million right because there's 2 00:08:38.680 --> 00:08:41.070 align:start position:0% a million right because there's 2 million<00:08:39.039> people<00:08:39.320> in<00:08:39.479> slovia<00:08:40.200> but<00:08:40.320> I<00:08:40.399> mean<00:08:40.680> like 00:08:41.070 --> 00:08:41.080 align:start position:0% million people in slovia but I mean like 00:08:41.080 --> 00:08:43.949 align:start position:0% million people in slovia but I mean like Slovenia<00:08:41.760> has<00:08:41.919> a<00:08:42.159> lot<00:08:42.479> of<00:08:42.880> great<00:08:43.240> developers<00:08:43.880> I 00:08:43.949 --> 00:08:43.959 align:start position:0% Slovenia has a lot of great developers I 00:08:43.959 --> 00:08:47.190 align:start position:0% Slovenia has a lot of great developers I think<00:08:44.159> it's<00:08:44.399> like<00:08:44.519> a<00:08:44.800> nice<00:08:45.279> developer<00:08:45.959> Hub<00:08:46.519> mhm 00:08:47.190 --> 00:08:47.200 align:start position:0% think it's like a nice developer Hub mhm 00:08:47.200 --> 00:08:49.269 align:start position:0% think it's like a nice developer Hub mhm and<00:08:47.440> like<00:08:47.640> a<00:08:47.800> lot<00:08:47.959> of<00:08:48.120> people<00:08:48.360> are<00:08:48.640> technical 00:08:49.269 --> 00:08:49.279 align:start position:0% and like a lot of people are technical 00:08:49.279 --> 00:08:52.670 align:start position:0% and like a lot of people are technical so<00:08:50.040> I<00:08:50.120> would<00:08:50.279> say<00:08:50.720> son<00:08:51.040> is<00:08:51.160> kind<00:08:51.279> of 00:08:52.670 --> 00:08:52.680 align:start position:0% so I would say son is kind of 00:08:52.680 --> 00:08:55.750 align:start position:0% so I would say son is kind of disproportional<00:08:53.680> in<00:08:54.200> Talent<00:08:55.200> so<00:08:55.360> it's<00:08:55.519> not 00:08:55.750 --> 00:08:55.760 align:start position:0% disproportional in Talent so it's not 00:08:55.760 --> 00:09:00.910 align:start position:0% disproportional in Talent so it's not just<00:08:56.040> me<00:08:56.519> but<00:08:57.200> uh<00:08:58.200> and<00:08:58.440> I<00:08:58.760> I<00:08:58.839> don't<00:08:59.040> know<00:08:59.920> why 00:09:00.910 --> 00:09:00.920 align:start position:0% just me but uh and I I don't know why 00:09:00.920 --> 00:09:03.150 align:start position:0% just me but uh and I I don't know why maybe<00:09:01.240> because<00:09:01.440> we<00:09:01.680> so<00:09:01.959> tiny<00:09:02.440> right<00:09:02.720> and<00:09:02.959> like 00:09:03.150 --> 00:09:03.160 align:start position:0% maybe because we so tiny right and like 00:09:03.160 --> 00:09:04.990 align:start position:0% maybe because we so tiny right and like if<00:09:03.279> you<00:09:03.440> want<00:09:03.600> to<00:09:03.800> do<00:09:04.079> anything<00:09:04.519> you<00:09:04.680> have<00:09:04.839> to 00:09:04.990 --> 00:09:05.000 align:start position:0% if you want to do anything you have to 00:09:05.000 --> 00:09:07.630 align:start position:0% if you want to do anything you have to go<00:09:05.240> beyond<00:09:05.760> you<00:09:06.079> go<00:09:06.200> beyond<00:09:06.680> beyond<00:09:07.079> and<00:09:07.279> like 00:09:07.630 --> 00:09:07.640 align:start position:0% go beyond you go beyond beyond and like 00:09:07.640 --> 00:09:09.670 align:start position:0% go beyond you go beyond beyond and like then<00:09:08.000> it's<00:09:08.440> uh<00:09:08.560> you<00:09:08.720> have<00:09:08.839> to<00:09:09.000> go<00:09:09.160> out<00:09:09.320> of<00:09:09.560> like 00:09:09.670 --> 00:09:09.680 align:start position:0% then it's uh you have to go out of like 00:09:09.680 --> 00:09:12.949 align:start position:0% then it's uh you have to go out of like your<00:09:10.000> bubble<00:09:10.560> the<00:09:11.000> comfort<00:09:11.399> zone<00:09:12.320> like<00:09:12.480> anyway 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history like 00:09:18.600 --> 00:09:21.190 align:start position:0% are connected yeah I like history like you<00:09:19.120> aerian<00:09:19.800> Empire<00:09:20.079> was<00:09:20.200> like<00:09:20.360> Multicultural 00:09:21.190 --> 00:09:21.200 align:start position:0% you aerian Empire was like Multicultural 00:09:21.200 --> 00:09:23.550 align:start position:0% you aerian Empire was like Multicultural right<00:09:21.360> all<00:09:21.560> the<00:09:21.839> all<00:09:22.040> the<00:09:22.839> nations<00:09:23.240> all<00:09:23.440> the 00:09:23.550 --> 00:09:23.560 align:start position:0% right all the all the nations all the 00:09:23.560 --> 00:09:26.389 align:start position:0% right all the all the nations all the countries<00:09:24.480> everything<00:09:24.880> is<00:09:25.160> in<00:09:25.399> Slovenian<00:09:26.040> and 00:09:26.389 --> 00:09:26.399 align:start position:0% countries everything is in Slovenian and 00:09:26.399 --> 00:09:28.630 align:start position:0% countries everything is in Slovenian and Italian<00:09:27.399> right<00:09:27.560> like<00:09:27.760> super<00:09:28.040> connected<00:09:28.519> yeah 00:09:28.630 --> 00:09:28.640 align:start position:0% Italian right like super connected yeah 00:09:28.640 --> 00:09:30.910 align:start position:0% Italian right like super connected yeah everybody<00:09:29.000> speaks<00:09:29.399> three<00:09:29.640> languages<00:09:30.640> like 00:09:30.910 --> 00:09:30.920 align:start position:0% everybody speaks three languages like 00:09:30.920 --> 00:09:34.230 align:start position:0% everybody speaks three languages like it's<00:09:31.279> just<00:09:31.839> um<00:09:32.360> and<00:09:32.720> like<00:09:33.120> uh<00:09:33.279> so<00:09:33.519> I<00:09:33.640> feel<00:09:33.920> like 00:09:34.230 --> 00:09:34.240 align:start position:0% it's just um and like uh so I feel like 00:09:34.240 --> 00:09:36.990 align:start position:0% it's just um and like uh so I feel like that<00:09:34.560> that<00:09:34.959> that's<00:09:35.839> also<00:09:36.160> helpful<00:09:36.680> that<00:09:36.839> and 00:09:36.990 --> 00:09:37.000 align:start position:0% that that that's also helpful that and 00:09:37.000 --> 00:09:40.389 align:start position:0% that that that's also helpful that and then<00:09:37.600> like<00:09:38.399> I<00:09:38.480> don't<00:09:38.680> know<00:09:39.240> I<00:09:39.360> mean<00:09:39.760> for<00:09:40.079> like<00:09:40.240> I 00:09:40.389 --> 00:09:40.399 align:start position:0% then like I don't know I mean for like I 00:09:40.399 --> 00:09:42.509 align:start position:0% then like I don't know I mean for like I maybe<00:09:40.880> bi<00:09:41.120> but<00:09:41.279> like<00:09:41.440> people<00:09:41.720> like<00:09:42.000> money 00:09:42.509 --> 00:09:42.519 align:start position:0% maybe bi but like people like money 00:09:42.519 --> 00:09:45.990 align:start position:0% maybe bi but like people like money right<00:09:43.200> so<00:09:44.040> then<00:09:44.320> you<00:09:44.519> do<00:09:44.959> like<00:09:45.480> and<00:09:45.720> I<00:09:45.800> mean 00:09:45.990 --> 00:09:46.000 align:start position:0% right so then you do like and I mean 00:09:46.000 --> 00:09:49.310 align:start position:0% right so then you do like and I mean it's<00:09:46.279> kind<00:09:46.399> of<00:09:46.600> nice<00:09:46.839> when<00:09:46.959> you<00:09:47.320> find<00:09:48.320> n<00:09:48.720> like 00:09:49.310 --> 00:09:49.320 align:start position:0% it's kind of nice when you find n like 00:09:49.320 --> 00:09:51.670 align:start position:0% it's kind of nice when you find n like things<00:09:49.600> that<00:09:49.760> you<00:09:49.959> like<00:09:50.760> but<00:09:50.920> they<00:09:51.160> also<00:09:51.440> make 00:09:51.670 --> 00:09:51.680 align:start position:0% things that you like but they also make 00:09:51.680 --> 00:09:53.870 align:start position:0% things that you like but they also make a<00:09:51.800> lot<00:09:52.320> like<00:09:52.480> good<00:09:52.680> money<00:09:53.040> that's<00:09:53.279> and<00:09:53.480> like 00:09:53.870 --> 00:09:53.880 align:start position:0% a lot like good money that's and like 00:09:53.880 --> 00:09:56.269 align:start position:0% a lot like good money that's and like gen<00:09:54.640> development<00:09:55.200> is<00:09:55.360> one<00:09:55.519> of<00:09:55.720> those<00:09:55.920> things 00:09:56.269 --> 00:09:56.279 align:start position:0% gen development is one of those things 00:09:56.279 --> 00:09:59.389 align:start position:0% gen development is one of those things where<00:09:56.760> there's<00:09:57.760> a<00:09:57.880> lot<00:09:58.040> of<00:09:58.240> potential<00:09:59.160> yeah 00:09:59.389 --> 00:09:59.399 align:start position:0% where there's a lot of potential yeah 00:09:59.399 --> 00:10:01.710 align:start position:0% where there's a lot of potential yeah but<00:09:59.519> you<00:09:59.640> know<00:09:59.800> what's<00:10:00.240> so<00:10:00.760> like<00:10:01.000> I<00:10:01.079> mean 00:10:01.710 --> 00:10:01.720 align:start position:0% but you know what's so like I mean 00:10:01.720 --> 00:10:02.870 align:start position:0% but you know what's so like I mean you're<00:10:01.920> doing<00:10:02.200> really<00:10:02.440> valuable 00:10:02.870 --> 00:10:02.880 align:start position:0% you're doing really valuable 00:10:02.880 --> 00:10:04.190 align:start position:0% you're doing really valuable contributions<00:10:03.480> because<00:10:03.720> people<00:10:04.000> really 00:10:04.190 --> 00:10:04.200 align:start position:0% contributions because people really 00:10:04.200 --> 00:10:07.150 align:start position:0% contributions because people really learn<00:10:05.079> from<00:10:05.560> your<00:10:05.760> blog<00:10:06.079> post<00:10:06.519> right<00:10:06.800> and<00:10:06.920> so<00:10:07.040> I 00:10:07.150 --> 00:10:07.160 align:start position:0% learn from your blog post right and so I 00:10:07.160 --> 00:10:09.949 align:start position:0% learn from your blog post right and so I wonder<00:10:07.519> right<00:10:07.640> so<00:10:07.839> like<00:10:08.320> um<00:10:09.320> you<00:10:09.440> know<00:10:09.720> you<00:10:09.839> you 00:10:09.949 --> 00:10:09.959 align:start position:0% wonder right so like um you know you you 00:10:09.959 --> 00:10:12.030 align:start position:0% wonder right so like um you know you you go<00:10:10.120> and<00:10:10.279> you<00:10:10.399> teach<00:10:10.680> people<00:10:11.000> so<00:10:11.320> what<00:10:11.440> do<00:10:11.600> you 00:10:12.030 --> 00:10:12.040 align:start position:0% go and you teach people so what do you 00:10:12.040 --> 00:10:14.110 align:start position:0% go and you teach people so what do you see<00:10:12.600> like<00:10:12.839> what<00:10:13.000> works<00:10:13.320> most<00:10:13.600> effectively 00:10:14.110 --> 00:10:14.120 align:start position:0% see like what works most effectively 00:10:14.120 --> 00:10:16.030 align:start position:0% see like what works most effectively right<00:10:14.240> because<00:10:14.440> developers<00:10:14.880> ask<00:10:15.160> you<00:10:15.920> and 00:10:16.030 --> 00:10:16.040 align:start position:0% right because developers ask you and 00:10:16.040 --> 00:10:17.829 align:start position:0% right because developers ask you and like<00:10:16.200> it's<00:10:16.480> it's<00:10:16.640> all<00:10:16.880> very<00:10:17.079> complicated<00:10:17.720> and 00:10:17.829 --> 00:10:17.839 align:start position:0% like it's it's all very complicated and 00:10:17.839 --> 00:10:19.509 align:start position:0% like it's it's all very complicated and you<00:10:17.959> were<00:10:18.079> doing<00:10:18.279> it<00:10:18.360> for<00:10:18.480> a<00:10:18.640> while<00:10:19.120> so<00:10:19.279> but 00:10:19.509 --> 00:10:19.519 align:start position:0% you were doing it for a while so but 00:10:19.519 --> 00:10:22.030 align:start position:0% you were doing it for a while so but like<00:10:20.240> what's<00:10:20.640> the<00:10:20.920> kind<00:10:21.079> of<00:10:21.560> what's<00:10:21.720> your<00:10:21.920> like 00:10:22.030 --> 00:10:22.040 align:start position:0% like what's the kind of what's your like 00:10:22.040 --> 00:10:23.670 align:start position:0% like what's the kind of what's your like best<00:10:22.240> advice<00:10:22.480> to<00:10:22.640> developers<00:10:23.160> like<00:10:23.440> what's 00:10:23.670 --> 00:10:23.680 align:start position:0% best advice to developers like what's 00:10:23.680 --> 00:10:26.030 align:start position:0% best advice to developers like what's kind<00:10:23.839> of<00:10:24.079> defin<00:10:24.480> Works<00:10:25.079> to<00:10:25.279> teach<00:10:25.560> developers 00:10:26.030 --> 00:10:26.040 align:start position:0% kind of defin Works to teach developers 00:10:26.040 --> 00:10:28.750 align:start position:0% kind of defin Works to teach developers how<00:10:26.120> to<00:10:26.279> do<00:10:26.399> this<00:10:26.800> like<00:10:27.040> fil<00:10:27.519> content<00:10:28.360> yeah<00:10:28.560> so 00:10:28.750 --> 00:10:28.760 align:start position:0% how to do this like fil content yeah so 00:10:28.760 --> 00:10:30.150 align:start position:0% how to do this like fil content yeah so for<00:10:28.959> my 00:10:30.150 --> 00:10:30.160 align:start position:0% for my 00:10:30.160 --> 00:10:32.829 align:start position:0% for my approaches<00:10:31.160> I<00:10:31.320> don't<00:10:31.640> like<00:10:31.959> white<00:10:32.279> paper<00:10:32.640> so 00:10:32.829 --> 00:10:32.839 align:start position:0% approaches I don't like white paper so 00:10:32.839 --> 00:10:35.190 align:start position:0% approaches I don't like white paper so it's<00:10:33.000> like<00:10:33.440> yeah<00:10:33.839> graphs<00:10:34.200> are<00:10:34.560> good<00:10:34.839> it's<00:10:34.959> like 00:10:35.190 --> 00:10:35.200 align:start position:0% it's like yeah graphs are good it's like 00:10:35.200 --> 00:10:37.670 align:start position:0% it's like yeah graphs are good it's like blah<00:10:35.440> blah<00:10:35.680> blah<00:10:36.000> they<00:10:36.200> we<00:10:36.399> solve<00:10:37.000> everything 00:10:37.670 --> 00:10:37.680 align:start position:0% blah blah blah they we solve everything 00:10:37.680 --> 00:10:40.190 align:start position:0% blah blah blah they we solve everything that<00:10:37.839> you<00:10:38.120> want<00:10:38.279> to<00:10:38.480> do<00:10:38.680> it's<00:10:38.920> like<00:10:39.760> okay<00:10:40.040> yeah 00:10:40.190 --> 00:10:40.200 align:start position:0% that you want to do it's like okay yeah 00:10:40.200 --> 00:10:42.269 align:start position:0% that you want to do it's like okay yeah but<00:10:40.399> like<00:10:40.600> show<00:10:40.800> me<00:10:41.120> code<00:10:41.440> show<00:10:41.600> me<00:10:41.839> how<00:10:41.959> to<00:10:42.120> do 00:10:42.269 --> 00:10:42.279 align:start position:0% but like show me code show me how to do 00:10:42.279 --> 00:10:44.829 align:start position:0% but like show me code show me how to do it<00:10:42.639> right<00:10:42.800> it's<00:10:43.040> like<00:10:43.480> so<00:10:43.839> every<00:10:44.120> time<00:10:44.399> I<00:10:44.600> write 00:10:44.829 --> 00:10:44.839 align:start position:0% it right it's like so every time I write 00:10:44.839 --> 00:10:48.550 align:start position:0% it right it's like so every time I write a<00:10:45.000> block<00:10:45.360> post<00:10:46.040> it<00:10:46.200> always<00:10:46.480> has<00:10:46.839> like<00:10:47.560> code 00:10:48.550 --> 00:10:48.560 align:start position:0% a block post it always has like code 00:10:48.560 --> 00:10:51.949 align:start position:0% a block post it always has like code with<00:10:48.760> it<00:10:49.000> right<00:10:49.160> so<00:10:49.880> okay<00:10:50.160> this<00:10:50.320> is<00:10:50.639> cool<00:10:51.639> and 00:10:51.949 --> 00:10:51.959 align:start position:0% with it right so okay this is cool and 00:10:51.959 --> 00:10:54.030 align:start position:0% with it right so okay this is cool and this<00:10:52.160> is<00:10:52.399> how<00:10:52.560> you<00:10:52.720> do<00:10:52.920> it<00:10:53.240> right<00:10:53.440> so<00:10:53.639> you<00:10:53.760> need 00:10:54.030 --> 00:10:54.040 align:start position:0% this is how you do it right so you need 00:10:54.040 --> 00:10:55.949 align:start position:0% this is how you do it right so you need the<00:10:54.240> Second<00:10:54.600> Step<00:10:54.959> this<00:10:55.079> is<00:10:55.320> how<00:10:55.480> you<00:10:55.600> do<00:10:55.760> it 00:10:55.949 --> 00:10:55.959 align:start position:0% the Second Step this is how you do it 00:10:55.959 --> 00:10:58.389 align:start position:0% the Second Step this is how you do it and<00:10:56.279> go<00:10:56.560> test<00:10:56.800> it<00:10:56.959> on<00:10:57.120> your<00:10:57.360> data<00:10:57.720> on<00:10:57.880> your<00:10:58.079> use 00:10:58.389 --> 00:10:58.399 align:start position:0% and go test it on your data on your use 00:10:58.399 --> 00:11:01.030 align:start position:0% and go test it on your data on your use cases<00:10:58.839> m<00:10:59.320> see<00:10:59.480> if<00:10:59.600> it<00:10:59.760> works<00:11:00.040> for<00:11:00.240> you<00:11:00.440> or<00:11:00.680> not 00:11:01.030 --> 00:11:01.040 align:start position:0% cases m see if it works for you or not 00:11:01.040 --> 00:11:03.389 align:start position:0% cases m see if it works for you or not and<00:11:01.279> like<00:11:01.800> I'm<00:11:01.959> not<00:11:02.200> promising<00:11:02.800> anything<00:11:03.240> I'm 00:11:03.389 --> 00:11:03.399 align:start position:0% and like I'm not promising anything I'm 00:11:03.399 --> 00:11:04.949 align:start position:0% and like I'm not promising anything I'm just<00:11:03.519> saying<00:11:03.839> this<00:11:03.959> is<00:11:04.120> cool<00:11:04.360> for<00:11:04.560> me<00:11:04.720> and<00:11:04.839> it 00:11:04.949 --> 00:11:04.959 align:start position:0% just saying this is cool for me and it 00:11:04.959 --> 00:11:06.750 align:start position:0% just saying this is cool for me and it works<00:11:05.200> for<00:11:05.360> me<00:11:05.519> and<00:11:05.720> like<00:11:06.079> do<00:11:06.320> whatever<00:11:06.639> you 00:11:06.750 --> 00:11:06.760 align:start position:0% works for me and like do whatever you 00:11:06.760 --> 00:11:10.389 align:start position:0% works for me and like do whatever you want<00:11:06.959> with<00:11:07.120> it<00:11:07.639> so<00:11:08.399> cuz<00:11:08.680> like<00:11:09.519> I<00:11:09.600> feel<00:11:09.839> like<00:11:10.160> the 00:11:10.389 --> 00:11:10.399 align:start position:0% want with it so cuz like I feel like the 00:11:10.399 --> 00:11:12.269 align:start position:0% want with it so cuz like I feel like the the<00:11:10.519> the<00:11:10.680> Second<00:11:10.959> Step<00:11:11.279> you<00:11:11.480> need<00:11:11.680> to<00:11:11.959> give 00:11:12.269 --> 00:11:12.279 align:start position:0% the the Second Step you need to give 00:11:12.279 --> 00:11:15.069 align:start position:0% the the Second Step you need to give people<00:11:12.800> the<00:11:12.959> ability<00:11:13.519> to<00:11:14.120> then<00:11:14.680> produce<00:11:14.920> it 00:11:15.069 --> 00:11:15.079 align:start position:0% people the ability to then produce it 00:11:15.079 --> 00:11:17.310 align:start position:0% people the ability to then produce it like<00:11:15.279> because<00:11:15.519> you<00:11:15.800> know<00:11:16.800> I<00:11:16.880> don't<00:11:17.040> know<00:11:17.240> if 00:11:17.310 --> 00:11:17.320 align:start position:0% like because you know I don't know if 00:11:17.320 --> 00:11:18.870 align:start position:0% like because you know I don't know if you're<00:11:17.480> a<00:11:17.560> developer<00:11:17.959> or<00:11:18.079> not<00:11:18.279> but<00:11:18.440> like<00:11:18.720> when 00:11:18.870 --> 00:11:18.880 align:start position:0% you're a developer or not but like when 00:11:18.880 --> 00:11:20.750 align:start position:0% you're a developer or not but like when I<00:11:19.000> was<00:11:19.120> a<00:11:19.360> developer<00:11:20.160> when<00:11:20.279> I<00:11:20.399> started 00:11:20.750 --> 00:11:20.760 align:start position:0% I was a developer when I started 00:11:20.760 --> 00:11:23.550 align:start position:0% I was a developer when I started something<00:11:21.040> new<00:11:21.760> like<00:11:22.279> if<00:11:22.800> I<00:11:22.920> saw<00:11:23.160> something 00:11:23.550 --> 00:11:23.560 align:start position:0% something new like if I saw something 00:11:23.560 --> 00:11:25.910 align:start position:0% something new like if I saw something cool<00:11:23.920> and<00:11:24.079> I<00:11:24.200> could<00:11:24.760> get<00:11:24.920> it<00:11:25.120> working<00:11:25.480> in<00:11:25.680> like 00:11:25.910 --> 00:11:25.920 align:start position:0% cool and I could get it working in like 00:11:25.920 --> 00:11:28.829 align:start position:0% cool and I could get it working in like 5<00:11:26.240> minutes<00:11:27.240> even<00:11:27.480> if<00:11:27.680> it's<00:11:28.040> completely<00:11:28.680> like 00:11:28.829 --> 00:11:28.839 align:start position:0% 5 minutes even if it's completely like 00:11:28.839 --> 00:11:29.750 align:start position:0% 5 minutes even if it's completely like useless 00:11:29.750 --> 00:11:29.760 align:start position:0% useless 00:11:29.760 --> 00:11:31.949 align:start position:0% useless but<00:11:29.959> like<00:11:30.200> it<00:11:30.360> worked<00:11:30.680> it's<00:11:30.880> like<00:11:31.240> oh<00:11:31.760> that's 00:11:31.949 --> 00:11:31.959 align:start position:0% but like it worked it's like oh that's 00:11:31.959 --> 00:11:35.629 align:start position:0% but like it worked it's like oh that's so<00:11:32.240> awesome<00:11:33.200> ab<00:11:33.680> and<00:11:33.839> now<00:11:34.600> I<00:11:34.720> can<00:11:35.000> change<00:11:35.440> this 00:11:35.629 --> 00:11:35.639 align:start position:0% so awesome ab and now I can change this 00:11:35.639 --> 00:11:38.310 align:start position:0% so awesome ab and now I can change this one<00:11:35.959> thing<00:11:36.560> and<00:11:36.720> it<00:11:36.880> still<00:11:37.160> works<00:11:37.680> and<00:11:37.880> it's 00:11:38.310 --> 00:11:38.320 align:start position:0% one thing and it still works and it's 00:11:38.320 --> 00:11:40.310 align:start position:0% one thing and it still works and it's does<00:11:38.560> a<00:11:38.720> little<00:11:38.920> bit<00:11:39.200> what<00:11:39.320> I<00:11:39.480> want<00:11:39.680> it<00:11:39.839> to<00:11:40.040> do 00:11:40.310 --> 00:11:40.320 align:start position:0% does a little bit what I want it to do 00:11:40.320 --> 00:11:42.430 align:start position:0% does a little bit what I want it to do and<00:11:40.519> like<00:11:40.800> wow<00:11:41.040> that's<00:11:41.360> awesome<00:11:41.800> like<00:11:42.200> because 00:11:42.430 --> 00:11:42.440 align:start position:0% and like wow that's awesome like because 00:11:42.440 --> 00:11:44.829 align:start position:0% and like wow that's awesome like because if<00:11:42.600> you<00:11:42.839> say<00:11:43.160> like<00:11:44.079> like<00:11:44.240> if<00:11:44.360> you<00:11:44.480> do<00:11:44.639> like 00:11:44.829 --> 00:11:44.839 align:start position:0% if you say like like if you do like 00:11:44.839 --> 00:11:47.910 align:start position:0% if you say like like if you do like white<00:11:45.160> paper<00:11:45.560> and<00:11:45.760> say<00:11:46.440> no<00:11:46.839> gra<00:11:47.120> are<00:11:47.399> good<00:11:47.680> but 00:11:47.910 --> 00:11:47.920 align:start position:0% white paper and say no gra are good but 00:11:47.920 --> 00:11:50.590 align:start position:0% white paper and say no gra are good but like<00:11:48.680> you<00:11:48.880> do<00:11:49.040> it<00:11:49.200> on<00:11:49.360> your<00:11:49.560> own<00:11:50.120> right<00:11:50.480> then 00:11:50.590 --> 00:11:50.600 align:start position:0% like you do it on your own right then 00:11:50.600 --> 00:11:54.230 align:start position:0% like you do it on your own right then it's<00:11:50.959> like<00:11:51.959> it's<00:11:52.240> like<00:11:52.519> too<00:11:52.760> big<00:11:52.959> of<00:11:53.079> a<00:11:53.279> leap<00:11:54.040> to 00:11:54.230 --> 00:11:54.240 align:start position:0% it's like it's like too big of a leap to 00:11:54.240 --> 00:11:55.990 align:start position:0% it's like it's like too big of a leap to get<00:11:54.519> started<00:11:54.920> that<00:11:55.040> so<00:11:55.160> you<00:11:55.279> need<00:11:55.720> a<00:11:55.800> little 00:11:55.990 --> 00:11:56.000 align:start position:0% get started that so you need a little 00:11:56.000 --> 00:11:58.430 align:start position:0% get started that so you need a little bit<00:11:56.200> of<00:11:56.399> like<00:11:56.600> hand<00:11:56.959> holding<00:11:57.800> to<00:11:57.959> get<00:11:58.160> like<00:11:58.320> the 00:11:58.430 --> 00:11:58.440 align:start position:0% bit of like hand holding to get like the 00:11:58.440 --> 00:12:00.190 align:start position:0% bit of like hand holding to get like the first<00:11:58.800> steps<00:11:59.079> and<00:11:59.240> and<00:11:59.399> then<00:11:59.680> people<00:11:59.959> get 00:12:00.190 --> 00:12:00.200 align:start position:0% first steps and and then people get 00:12:00.200 --> 00:12:01.949 align:start position:0% first steps and and then people get excited<00:12:00.720> absolutely<00:12:01.200> I<00:12:01.240> mean<00:12:01.480> I<00:12:01.560> think<00:12:01.720> in<00:12:01.839> the 00:12:01.949 --> 00:12:01.959 align:start position:0% excited absolutely I mean I think in the 00:12:01.959 --> 00:12:04.509 align:start position:0% excited absolutely I mean I think in the Gen<00:12:02.440> era<00:12:02.720> I'm<00:12:02.880> a<00:12:03.279> developer<00:12:04.160> right<00:12:04.320> like<00:12:04.440> I 00:12:04.509 --> 00:12:04.519 align:start position:0% Gen era I'm a developer right like I 00:12:04.519 --> 00:12:06.269 align:start position:0% Gen era I'm a developer right like I don't<00:12:04.680> need<00:12:04.839> to<00:12:05.040> develop<00:12:05.480> every<00:12:05.720> day<00:12:06.000> but<00:12:06.160> I 00:12:06.269 --> 00:12:06.279 align:start position:0% don't need to develop every day but I 00:12:06.279 --> 00:12:08.710 align:start position:0% don't need to develop every day but I love<00:12:06.720> programing<00:12:07.680> and<00:12:08.000> right<00:12:08.200> I<00:12:08.279> like<00:12:08.440> I<00:12:08.519> like 00:12:08.710 --> 00:12:08.720 align:start position:0% love programing and right I like I like 00:12:08.720 --> 00:12:11.269 align:start position:0% love programing and right I like I like play<00:12:08.959> with<00:12:09.240> stuff<00:12:09.920> and<00:12:10.079> I'm<00:12:10.600> happy<00:12:10.880> to<00:12:11.000> be<00:12:11.120> in 00:12:11.269 --> 00:12:11.279 align:start position:0% play with stuff and I'm happy to be in 00:12:11.279 --> 00:12:13.470 align:start position:0% play with stuff and I'm happy to be in devel<00:12:11.959> right<00:12:12.079> so<00:12:12.399> like<00:12:12.560> I<00:12:12.680> think<00:12:12.920> everybody 00:12:13.470 --> 00:12:13.480 align:start position:0% devel right so like I think everybody 00:12:13.480 --> 00:12:15.670 align:start position:0% devel right so like I think everybody should<00:12:13.680> be<00:12:13.800> doing<00:12:14.480> in<00:12:14.680> devel<00:12:15.120> and<00:12:15.240> gener<00:12:15.600> I 00:12:15.670 --> 00:12:15.680 align:start position:0% should be doing in devel and gener I 00:12:15.680 --> 00:12:16.629 align:start position:0% should be doing in devel and gener I think<00:12:15.800> everybody<00:12:16.040> should<00:12:16.199> be<00:12:16.279> doing<00:12:16.480> some 00:12:16.629 --> 00:12:16.639 align:start position:0% think everybody should be doing some 00:12:16.639 --> 00:12:18.550 align:start position:0% think everybody should be doing some coding<00:12:17.440> and<00:12:17.639> generally<00:12:18.079> like<00:12:18.199> I<00:12:18.279> would<00:12:18.399> not 00:12:18.550 --> 00:12:18.560 align:start position:0% coding and generally like I would not 00:12:18.560 --> 00:12:20.430 align:start position:0% coding and generally like I would not trust<00:12:18.959> anybody<00:12:19.320> who<00:12:19.440> wrote<00:12:19.639> a<00:12:19.760> white<00:12:19.920> paper 00:12:20.430 --> 00:12:20.440 align:start position:0% trust anybody who wrote a white paper 00:12:20.440 --> 00:12:21.990 align:start position:0% trust anybody who wrote a white paper and<00:12:20.600> it's<00:12:20.760> not<00:12:20.920> coding<00:12:21.440> right<00:12:21.600> because<00:12:21.880> they 00:12:21.990 --> 00:12:22.000 align:start position:0% and it's not coding right because they 00:12:22.000 --> 00:12:24.430 align:start position:0% and it's not coding right because they got<00:12:22.360> secondhand<00:12:22.920> information<00:12:23.920> from<00:12:24.160> other 00:12:24.430 --> 00:12:24.440 align:start position:0% got secondhand information from other 00:12:24.440 --> 00:12:26.750 align:start position:0% got secondhand information from other people<00:12:24.920> right<00:12:25.320> and<00:12:25.440> so<00:12:25.880> I<00:12:26.000> think<00:12:26.440> this<00:12:26.560> is 00:12:26.750 --> 00:12:26.760 align:start position:0% people right and so I think this is 00:12:26.760 --> 00:12:28.590 align:start position:0% people right and so I think this is totally<00:12:27.199> the<00:12:27.360> right<00:12:27.560> approach<00:12:28.000> like<00:12:28.360> you<00:12:28.480> get 00:12:28.590 --> 00:12:28.600 align:start position:0% totally the right approach like you get 00:12:28.600 --> 00:12:31.110 align:start position:0% totally the right approach like you get to<00:12:28.760> write<00:12:28.920> what<00:12:29.480> only<00:12:29.720> if<00:12:29.800> you<00:12:30.000> call<00:12:30.800> right 00:12:31.110 --> 00:12:31.120 align:start position:0% to write what only if you call right 00:12:31.120 --> 00:12:34.030 align:start position:0% to write what only if you call right yeah<00:12:31.320> like<00:12:31.440> for<00:12:31.600> the<00:12:31.760> management<00:12:32.519> I<00:12:32.760> I<00:12:33.040> I<00:12:33.440> I 00:12:34.030 --> 00:12:34.040 align:start position:0% yeah like for the management I I I I 00:12:34.040 --> 00:12:35.949 align:start position:0% yeah like for the management I I I I like<00:12:34.199> I<00:12:34.360> agree<00:12:34.720> white<00:12:34.959> papers<00:12:35.320> needs<00:12:35.560> to<00:12:35.720> be 00:12:35.949 --> 00:12:35.959 align:start position:0% like I agree white papers needs to be 00:12:35.959 --> 00:12:37.870 align:start position:0% like I agree white papers needs to be there<00:12:36.199> because<00:12:36.480> there's<00:12:36.760> also<00:12:37.160> management 00:12:37.870 --> 00:12:37.880 align:start position:0% there because there's also management 00:12:37.880 --> 00:12:40.910 align:start position:0% there because there's also management right<00:12:38.600> you<00:12:38.760> need<00:12:38.920> to<00:12:39.399> sell<00:12:40.399> and<00:12:40.600> stuff<00:12:40.800> like 00:12:40.910 --> 00:12:40.920 align:start position:0% right you need to sell and stuff like 00:12:40.920 --> 00:12:43.189 align:start position:0% right you need to sell and stuff like that<00:12:41.120> you<00:12:41.279> need<00:12:41.399> to<00:12:41.519> sell<00:12:42.000> things<00:12:42.240> to<00:12:42.480> them<00:12:43.079> but 00:12:43.189 --> 00:12:43.199 align:start position:0% that you need to sell things to them but 00:12:43.199 --> 00:12:45.750 align:start position:0% that you need to sell things to them but like<00:12:43.360> I'm<00:12:43.480> a<00:12:43.720> developer<00:12:44.320> so<00:12:45.240> I'm<00:12:45.360> not<00:12:45.560> like 00:12:45.750 --> 00:12:45.760 align:start position:0% like I'm a developer so I'm not like 00:12:45.760 --> 00:12:47.750 align:start position:0% like I'm a developer so I'm not like that<00:12:46.040> good<00:12:46.199> audience<00:12:46.519> for<00:12:46.720> that<00:12:46.880> I<00:12:47.000> need<00:12:47.320> code 00:12:47.750 --> 00:12:47.760 align:start position:0% that good audience for that I need code 00:12:47.760 --> 00:12:50.990 align:start position:0% that good audience for that I need code right<00:12:48.639> and<00:12:48.959> exactly<00:12:49.519> reproducible<00:12:50.440> code<00:12:50.800> cuz 00:12:50.990 --> 00:12:51.000 align:start position:0% right and exactly reproducible code cuz 00:12:51.000 --> 00:12:52.829 align:start position:0% right and exactly reproducible code cuz otherwise<00:12:51.519> it's<00:12:51.720> just<00:12:52.000> like<00:12:52.279> you're<00:12:52.480> selling 00:12:52.829 --> 00:12:52.839 align:start position:0% otherwise it's just like you're selling 00:12:52.839 --> 00:12:55.829 align:start position:0% otherwise it's just like you're selling me<00:12:53.000> something<00:12:53.399> and<00:12:53.560> I'm<00:12:53.720> not<00:12:54.399> buying<00:12:55.399> awesome 00:12:55.829 --> 00:12:55.839 align:start position:0% me something and I'm not buying awesome 00:12:55.839 --> 00:12:57.870 align:start position:0% me something and I'm not buying awesome well<00:12:56.040> we're<00:12:56.240> looking<00:12:56.560> forward<00:12:57.279> to<00:12:57.480> your<00:12:57.639> talk 00:12:57.870 --> 00:12:57.880 align:start position:0% well we're looking forward to your talk 00:12:57.880 --> 00:13:01.110 align:start position:0% well we're looking forward to your talk today<00:12:58.639> so<00:12:59.240> know<00:12:59.399> go<00:12:59.680> code<00:13:00.440> and<00:13:00.639> produce<00:13:00.920> some 00:13:01.110 --> 00:13:01.120 align:start position:0% today so know go code and produce some 00:13:01.120 --> 00:13:02.670 align:start position:0% today so know go code and produce some reproducible<00:13:01.720> code<00:13:02.040> send<00:13:02.240> it<00:13:02.320> to<00:13:02.440> us<00:13:02.600> we're 00:13:02.670 --> 00:13:02.680 align:start position:0% reproducible code send it to us we're 00:13:02.680 --> 00:13:04.790 align:start position:0% reproducible code send it to us we're going<00:13:02.760> to<00:13:02.839> reproduce<00:13:03.240> it<00:13:03.680> and<00:13:04.000> so<00:13:04.320> the<00:13:04.440> blocks 00:13:04.790 --> 00:13:04.800 align:start position:0% going to reproduce it and so the blocks 00:13:04.800 --> 00:13:06.949 align:start position:0% going to reproduce it and so the blocks are<00:13:04.959> on<00:13:05.199> towards<00:13:05.600> data<00:13:05.839> science<00:13:06.279> right<00:13:06.800> that's 00:13:06.949 --> 00:13:06.959 align:start position:0% are on towards data science right that's 00:13:06.959 --> 00:13:08.790 align:start position:0% are on towards data science right that's the<00:13:07.079> med<00:13:07.399> publication<00:13:07.880> medium<00:13:08.279> Yeah<00:13:08.440> medium 00:13:08.790 --> 00:13:08.800 align:start position:0% the med publication medium Yeah medium 00:13:08.800 --> 00:13:13.030 align:start position:0% the med publication medium Yeah medium Yeah<00:13:09.120> medium<00:13:10.120> toas<00:13:10.800> branish<00:13:11.800> go<00:13:12.000> find<00:13:12.240> it<00:13:12.839> Go 00:13:13.030 --> 00:13:13.040 align:start position:0% Yeah medium toas branish go find it Go 00:13:13.040 --> 00:13:15.110 align:start position:0% Yeah medium toas branish go find it Go implement<00:13:13.519> it<00:13:14.160> and<00:13:14.399> we'll<00:13:14.600> see<00:13:14.760> you<00:13:14.880> in<00:13:14.959> the 00:13:15.110 --> 00:13:15.120 align:start position:0% implement it and we'll see you in the 00:13:15.120 --> 00:13:19.440 align:start position:0% implement it and we'll see you in the community<00:13:15.760> thank<00:13:15.920> you<00:13:16.240> thank<00:13:16.440> you