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my<00:00:12.290><c> name</c><00:00:12.440><c> is</c><00:00:12.590><c> Jeremiah</c><00:00:13.040><c> O'Connor</c><00:00:13.460><c> I</c><00:00:13.790><c> work</c><00:00:14.090><c> for</c>

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my name is Jeremiah O'Connor I work for
 

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my name is Jeremiah O'Connor I work for
opendns<00:00:15.230><c> and</c><00:00:16.070><c> I'm</c><00:00:16.190><c> a</c><00:00:16.279><c> research</c><00:00:16.670><c> engineer</c><00:00:16.790><c> on</c>

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opendns and I'm a research engineer on
 

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opendns and I'm a research engineer on
the<00:00:17.480><c> opendns</c><00:00:17.930><c> Lobster</c>

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of<00:00:25.260><c> most</c><00:00:26.260><c> exciting</c><00:00:26.590><c> thing</c><00:00:26.770><c> is</c><00:00:26.890><c> just</c><00:00:26.980><c> meeting</c>

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of most exciting thing is just meeting
 

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of most exciting thing is just meeting
new<00:00:27.370><c> people</c><00:00:27.730><c> and</c><00:00:27.910><c> kind</c><00:00:28.210><c> of</c><00:00:28.470><c> we</c><00:00:29.470><c> usually</c><00:00:29.740><c> speak</c>

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new people and kind of we usually speak
 

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new people and kind of we usually speak
at<00:00:30.070><c> security</c><00:00:30.490><c> conferences</c><00:00:30.940><c> because</c><00:00:31.060><c> we're</c><00:00:31.270><c> a</c>

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at security conferences because we're a
 

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at security conferences because we're a
network<00:00:31.540><c> security</c><00:00:31.690><c> company</c><00:00:32.260><c> but</c><00:00:32.500><c> this</c><00:00:33.070><c> is</c><00:00:33.220><c> a</c>

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network security company but this is a
 

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network security company but this is a
cool<00:00:33.490><c> kind</c><00:00:33.760><c> of</c><00:00:33.820><c> new</c><00:00:34.380><c> field</c><00:00:35.380><c> you</c><00:00:36.160><c> know</c><00:00:36.250><c> just</c>

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cool kind of new field you know just
 

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cool kind of new field you know just
data<00:00:36.700><c> science</c><00:00:37.000><c> machine</c><00:00:37.270><c> learning</c><00:00:37.710><c> and</c><00:00:38.710><c> just</c>

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data science machine learning and just
 

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data science machine learning and just
think<00:00:39.430><c> it's</c><00:00:39.550><c> cool</c><00:00:39.700><c> to</c><00:00:39.760><c> meet</c><00:00:39.940><c> a</c><00:00:40.000><c> lot</c><00:00:40.090><c> of</c><00:00:40.150><c> new</c>

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think it's cool to meet a lot of new
 

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think it's cool to meet a lot of new
people<00:00:40.570><c> and</c><00:00:40.660><c> see</c><00:00:40.720><c> kind</c><00:00:41.050><c> of</c><00:00:41.170><c> like</c><00:00:41.290><c> a</c><00:00:41.320><c> different</c>

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people and see kind of like a different
 

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people and see kind of like a different
kind<00:00:42.400><c> of</c><00:00:42.430><c> aspects</c><00:00:42.790><c> different</c><00:00:43.120><c> presentation</c>

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kind of aspects different presentation
 

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kind of aspects different presentation
topics<00:00:44.140><c> and</c><00:00:44.410><c> a</c><00:00:44.620><c> lot</c><00:00:45.280><c> of</c><00:00:45.400><c> similar</c><00:00:45.940><c> stuff</c><00:00:46.120><c> we</c><00:00:46.239><c> do</c>

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topics and a lot of similar stuff we do
 

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topics and a lot of similar stuff we do
but<00:00:46.570><c> just</c><00:00:46.630><c> kind</c><00:00:47.200><c> of</c><00:00:47.230><c> we</c><00:00:47.940><c> must've</c><00:00:48.940><c> speaking</c><00:00:49.210><c> in</c>

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but just kind of we must've speaking in
 

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but just kind of we must've speaking in
other<00:00:49.510><c> kind</c><00:00:50.260><c> of</c><00:00:50.350><c> like</c><00:00:50.770><c> subject</c><00:00:51.760><c> geared</c><00:00:51.940><c> to</c>

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other kind of like subject geared to
 

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other kind of like subject geared to
conferences<00:00:52.510><c> like</c><00:00:52.570><c> sick</c><00:00:52.930><c> network</c><00:00:53.320><c> security</c>

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yeah<00:01:02.380><c> I</c><00:01:02.410><c> mean</c><00:01:02.620><c> I</c><00:01:02.890><c> think</c><00:01:03.269><c> kind</c><00:01:04.269><c> of</c><00:01:04.300><c> data</c><00:01:04.690><c> has</c>

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yeah I mean I think kind of data has
 

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yeah I mean I think kind of data has
always<00:01:05.890><c> been</c><00:01:06.040><c> like</c><00:01:06.190><c> really</c><00:01:06.430><c> cool</c><00:01:06.730><c> but</c>

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always been like really cool but
 

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always been like really cool but
nowadays<00:01:08.080><c> we</c><00:01:08.500><c> just</c><00:01:08.710><c> have</c><00:01:08.830><c> more</c><00:01:09.010><c> computational</c>

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nowadays we just have more computational
 

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nowadays we just have more computational
power<00:01:09.700><c> to</c><00:01:09.880><c> process</c><00:01:10.240><c> it</c><00:01:10.390><c> and</c><00:01:10.570><c> I</c><00:01:10.660><c> think</c><00:01:10.870><c> what's</c>

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power to process it and I think what's
 

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power to process it and I think what's
really<00:01:11.500><c> cool</c><00:01:11.860><c> about</c><00:01:11.920><c> nowadays</c><00:01:12.850><c> for</c><00:01:13.479><c> just</c><00:01:14.470><c> you</c>

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really cool about nowadays for just you
 

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really cool about nowadays for just you
know<00:01:14.650><c> data</c><00:01:15.250><c> in</c><00:01:15.400><c> general</c><00:01:15.700><c> is</c><00:01:15.760><c> that</c><00:01:15.970><c> you</c><00:01:16.869><c> know</c>

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know data in general is that you know
 

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know data in general is that you know
date<00:01:18.040><c> is</c><00:01:18.070><c> just</c><00:01:18.220><c> being</c><00:01:18.610><c> generated</c><00:01:19.000><c> just</c>

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date is just being generated just
 

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date is just being generated just
astronomically<00:01:20.590><c> you</c><00:01:20.710><c> know</c><00:01:20.830><c> and</c><00:01:20.950><c> it's</c><00:01:21.070><c> going</c>

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astronomically you know and it's going
 

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astronomically you know and it's going
to<00:01:21.220><c> give</c><00:01:21.400><c> me</c><00:01:21.520><c> get</c><00:01:21.700><c> more</c><00:01:21.880><c> and</c><00:01:22.030><c> more</c><00:01:22.060><c> so</c><00:01:22.770><c> now</c><00:01:23.770><c> we</c>

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to give me get more and more so now we
 

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to give me get more and more so now we
can<00:01:24.100><c> I</c><00:01:24.490><c> don't</c><00:01:25.150><c> even</c><00:01:25.240><c> have</c><00:01:25.330><c> you</c><00:01:25.690><c> know</c><00:01:25.780><c> humans</c><00:01:26.200><c> to</c>

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can I don't even have you know humans to
 

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can I don't even have you know humans to
kind<00:01:26.619><c> of</c><00:01:26.650><c> like</c><00:01:26.770><c> annotate</c><00:01:27.160><c> and</c><00:01:27.250><c> go</c><00:01:27.369><c> through</c>

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kind of like annotate and go through
 

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kind of like annotate and go through
that<00:01:27.640><c> data</c><00:01:27.850><c> we</c><00:01:28.000><c> actually</c><00:01:28.360><c> need</c><00:01:28.540><c> to</c><00:01:28.570><c> use</c><00:01:28.630><c> the</c>

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that data we actually need to use the
 

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that data we actually need to use the
machines<00:01:29.170><c> so</c><00:01:29.920><c> there's</c><00:01:30.100><c> kind</c><00:01:30.280><c> of</c><00:01:30.400><c> you</c><00:01:30.640><c> know</c>

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machines so there's kind of you know
 

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machines so there's kind of you know
moving<00:01:30.910><c> from</c><00:01:31.270><c> you</c><00:01:31.479><c> know</c><00:01:31.570><c> the</c><00:01:31.720><c> more</c><00:01:31.869><c> supervised</c>

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moving from you know the more supervised
 

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moving from you know the more supervised
you<00:01:33.100><c> know</c><00:01:33.220><c> a</c><00:01:33.250><c> paradigm</c><00:01:34.180><c> to</c><00:01:34.420><c> unsupervised</c><00:01:35.290><c> so</c><00:01:35.680><c> I</c>

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you know a paradigm to unsupervised so I
 

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you know a paradigm to unsupervised so I
think<00:01:35.979><c> that's</c><00:01:36.160><c> really</c><00:01:36.340><c> cool</c>

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oh<00:01:45.649><c> I</c><00:01:46.429><c> just</c><00:01:46.789><c> I</c><00:01:47.030><c> mean</c><00:01:47.210><c> I</c><00:01:47.630><c> just</c><00:01:47.659><c> wanted</c><00:01:48.079><c> them</c><00:01:48.140><c> to</c>

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oh I just I mean I just wanted them to
 

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oh I just I mean I just wanted them to
be<00:01:48.890><c> entertained</c><00:01:49.340><c> and</c><00:01:49.490><c> it's</c><00:01:50.270><c> not</c><00:01:50.899><c> not</c><00:01:51.109><c> fall</c>

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be entertained and it's not not fall
 

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be entertained and it's not not fall
asleep<00:01:51.439><c> and</c><00:01:51.799><c> you</c><00:01:51.859><c> know</c><00:01:51.979><c> hopefully</c><00:01:52.520><c> just</c><00:01:52.880><c> see</c>

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asleep and you know hopefully just see
 

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asleep and you know hopefully just see
something<00:01:53.240><c> cool</c><00:01:53.420><c> you</c><00:01:53.750><c> know</c><00:01:53.780><c> just</c><00:01:54.200><c> we</c>

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something cool you know just we
 

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something cool you know just we
basically<00:01:55.640><c> use</c><00:01:56.179><c> data</c><00:01:56.600><c> science</c><00:01:56.990><c> to</c><00:01:57.229><c> capture</c><00:01:57.979><c> I</c>

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basically use data science to capture I
 

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basically use data science to capture I
mean<00:01:58.670><c> you</c><00:01:59.359><c> know</c><00:01:59.479><c> basically</c><00:02:00.409><c> fight</c><00:02:00.770><c> cybercrime</c>

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mean you know basically fight cybercrime
 

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mean you know basically fight cybercrime
on<00:02:01.460><c> the</c><00:02:01.520><c> internet</c><00:02:01.819><c> so</c><00:02:02.179><c> you</c><00:02:02.479><c> know</c><00:02:02.959><c> what's</c>

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on the internet so you know what's
 

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on the internet so you know what's
cooler<00:02:03.380><c> than</c><00:02:03.439><c> that</c><00:02:03.560><c> so</c><00:02:04.100><c> just</c><00:02:04.789><c> using</c>

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cooler than that so just using
 

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cooler than that so just using
algorithms<00:02:05.689><c> to</c><00:02:06.110><c> take</c><00:02:06.259><c> on</c><00:02:06.409><c> the</c><00:02:06.500><c> bad</c><00:02:06.649><c> guys</c><00:02:06.679><c> and</c>

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algorithms to take on the bad guys and
 

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algorithms to take on the bad guys and
you<00:02:07.789><c> know</c><00:02:07.909><c> find</c><00:02:08.179><c> you</c><00:02:08.989><c> know</c><00:02:09.110><c> different</c><00:02:09.289><c> kind</c><00:02:09.590><c> of</c>

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you know find you know different kind of
 

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you know find you know different kind of
anomalies<00:02:10.099><c> in</c><00:02:10.190><c> the</c><00:02:10.220><c> internet</c><00:02:10.549><c> and</c><00:02:10.700><c> you</c><00:02:11.390><c> know</c>

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anomalies in the internet and you know
 

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anomalies in the internet and you know
just<00:02:11.750><c> analyzing</c><00:02:12.379><c> the</c><00:02:12.760><c> you</c><00:02:13.760><c> know</c><00:02:13.849><c> the</c><00:02:14.030><c> crazy</c>

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just analyzing the you know the crazy
 

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just analyzing the you know the crazy
web<00:02:14.450><c> because</c><00:02:14.660><c> we've</c><00:02:14.810><c> been</c><00:02:14.840><c> doing</c><00:02:15.080><c> clear</c><00:02:15.260><c> web</c>

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web because we've been doing clear web
 

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web because we've been doing clear web
and<00:02:15.620><c> now</c><00:02:15.739><c> we've</c><00:02:15.890><c> been</c><00:02:16.040><c> doing</c><00:02:16.250><c> a</c><00:02:16.340><c> dark</c><00:02:16.580><c> web</c>

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and now we've been doing a dark web
 

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and now we've been doing a dark web
analysis<00:02:17.209><c> so</c><00:02:17.390><c> just</c><00:02:18.110><c> a</c><00:02:18.200><c> crazy</c><00:02:18.380><c> place</c><00:02:18.709><c> it's</c><00:02:18.920><c> good</c>

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analysis so just a crazy place it's good
 

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analysis so just a crazy place it's good
so<00:02:19.940><c> yeah</c>

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No

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No
 

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No
you'll<00:02:30.040><c> kind</c><00:02:30.700><c> of</c><00:02:31.110><c> shortcuts</c><00:02:32.110><c> to</c><00:02:32.290><c> just</c><00:02:32.470><c> you</c><00:02:32.620><c> got</c>

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you'll kind of shortcuts to just you got
 

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you'll kind of shortcuts to just you got
to<00:02:32.830><c> work</c><00:02:32.980><c> hard</c><00:02:33.010><c> you</c><00:02:33.370><c> got</c><00:02:33.490><c> to</c><00:02:33.520><c> want</c><00:02:33.730><c> it</c><00:02:33.849><c> that's</c>

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to work hard you got to want it that's
 

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to work hard you got to want it that's
that's<00:02:34.750><c> what</c><00:02:35.050><c> mostly</c><00:02:35.590><c> than</c><00:02:35.739><c> anything</c>

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that's what mostly than anything
 

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that's what mostly than anything
anything<00:02:36.250><c> in</c><00:02:36.430><c> life</c><00:02:36.580><c> you</c><00:02:36.790><c> gotta</c><00:02:36.970><c> work</c><00:02:37.180><c> hard</c><00:02:37.209><c> and</c>

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anything in life you gotta work hard and
 

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anything in life you gotta work hard and
you<00:02:38.140><c> got</c><00:02:38.260><c> to</c><00:02:38.349><c> really</c><00:02:38.470><c> want</c><00:02:38.739><c> it</c><00:02:38.860><c> so</c><00:02:39.450><c> other</c><00:02:40.450><c> than</c>

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you got to really want it so other than
 

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you got to really want it so other than
that<00:02:40.630><c> linear</c><00:02:41.349><c> algebra</c><00:02:42.330><c> study</c><00:02:43.330><c> linear</c><00:02:43.720><c> algebra</c>

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that linear algebra study linear algebra
 

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that linear algebra study linear algebra
study<00:02:44.349><c> the</c><00:02:44.530><c> algorithms</c><00:02:44.950><c> and</c><00:02:45.700><c> just</c><00:02:46.390><c> kind</c><00:02:46.569><c> of</c>

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study the algorithms and just kind of
 

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study the algorithms and just kind of
stay<00:02:46.810><c> up</c><00:02:46.930><c> to</c><00:02:47.020><c> date</c><00:02:47.170><c> with</c><00:02:47.230><c> the</c><00:02:47.380><c> most</c><00:02:47.560><c> recent</c>

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stay up to date with the most recent
 

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stay up to date with the most recent
technologies<00:02:48.489><c> because</c><00:02:48.910><c> the</c><00:02:49.510><c> industry</c><00:02:49.959><c> moves</c>

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technologies because the industry moves
 

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technologies because the industry moves
along<00:02:50.410><c> with</c><00:02:50.470><c> that</c><00:02:50.770><c> you</c><00:02:51.010><c> know</c><00:02:51.040><c> apache</c><00:02:51.580><c> spark</c>

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along with that you know apache spark
 

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along with that you know apache spark
kind<00:02:52.569><c> of</c><00:02:52.660><c> some</c><00:02:53.050><c> of</c><00:02:53.110><c> the</c><00:02:53.170><c> libraries</c><00:02:53.470><c> we're</c>

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kind of some of the libraries we're
 

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kind of some of the libraries we're
using<00:02:53.800><c> gen</c><00:02:54.040><c> zoom</c><00:02:54.250><c> and</c><00:02:54.459><c> l</c><00:02:54.550><c> TK</c><00:02:55.350><c> for</c><00:02:56.350><c> text</c>

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using gen zoom and l TK for text
 

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using gen zoom and l TK for text
processing<00:02:56.800><c> a</c><00:02:57.760><c> lot</c><00:02:58.720><c> of</c><00:02:58.900><c> stuff</c><00:02:59.080><c> kind</c><00:02:59.410><c> of</c><00:02:59.500><c> i</c>

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processing a lot of stuff kind of i
 

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processing a lot of stuff kind of i
think<00:03:00.930><c> there's</c><00:03:01.930><c> a</c><00:03:01.989><c> lot</c><00:03:02.650><c> of</c><00:03:02.709><c> interesting</c><00:03:03.130><c> stuff</c>

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think there's a lot of interesting stuff
 

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think there's a lot of interesting stuff
too<00:03:03.489><c> so</c><00:03:03.730><c> i</c><00:03:03.940><c> find</c><00:03:04.390><c> something</c><00:03:04.690><c> interested</c><00:03:05.110><c> in</c>

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too so i find something interested in
 

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too so i find something interested in
and<00:03:05.500><c> pursue</c><00:03:06.100><c> it</c><00:03:06.220><c> build</c><00:03:06.760><c> stuff</c><00:03:07.060><c> and</c><00:03:07.390><c> just</c><00:03:07.959><c> have</c>

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and pursue it build stuff and just have
 

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and pursue it build stuff and just have
fun<00:03:08.140><c> yeah</c>