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you

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yeah<00:00:13.870><c> I'm</c><00:00:13.930><c> James</c><00:00:14.170><c> Ward</c><00:00:14.500><c> I'm</c><00:00:14.800><c> a</c><00:00:14.830><c> platform</c>

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yeah I'm James Ward I'm a platform
 

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yeah I'm James Ward I'm a platform
evangelist<00:00:16.150><c> at</c><00:00:16.330><c> salesforce</c><00:00:16.810><c> com</c><00:00:16.869><c> right</c><00:00:17.470><c> now</c>

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evangelist at salesforce com right now
 

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evangelist at salesforce com right now
focused<00:00:18.070><c> on</c><00:00:18.340><c> Kafka</c><00:00:19.060><c> and</c><00:00:19.300><c> machine</c><00:00:19.869><c> learning</c>

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focused on Kafka and machine learning
 

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focused on Kafka and machine learning
stuff<00:00:26.220><c> so</c><00:00:27.220><c> I</c><00:00:27.690><c> started</c><00:00:28.690><c> getting</c><00:00:28.930><c> into</c><00:00:29.199><c> Scala</c>

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stuff so I started getting into Scala
 

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stuff so I started getting into Scala
maybe<00:00:31.090><c> six</c><00:00:31.930><c> or</c><00:00:32.050><c> seven</c><00:00:32.349><c> years</c><00:00:32.379><c> ago</c><00:00:32.830><c> because</c>

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maybe six or seven years ago because
 

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maybe six or seven years ago because
dick<00:00:34.239><c> wall</c><00:00:34.480><c> and</c><00:00:34.870><c> Diane</c><00:00:35.410><c> Marsh</c><00:00:35.710><c> were</c><00:00:36.040><c> doing</c>

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dick wall and Diane Marsh were doing
 

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dick wall and Diane Marsh were doing
presentations<00:00:37.090><c> about</c><00:00:37.239><c> Scala</c><00:00:37.630><c> back</c><00:00:38.020><c> before</c>

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presentations about Scala back before
 

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presentations about Scala back before
many<00:00:39.040><c> people</c><00:00:39.340><c> are</c><00:00:39.430><c> using</c><00:00:39.610><c> it</c><00:00:39.850><c> and</c><00:00:40.030><c> I</c><00:00:40.600><c> really</c>

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many people are using it and I really
 

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many people are using it and I really
respect<00:00:41.260><c> both</c><00:00:41.770><c> of</c><00:00:41.829><c> those</c><00:00:42.070><c> people</c><00:00:42.430><c> and</c><00:00:42.730><c> was</c>

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respect both of those people and was
 

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respect both of those people and was
like<00:00:42.969><c> laughs</c><00:00:43.239><c> they</c><00:00:43.480><c> think</c><00:00:43.750><c> this</c><00:00:43.870><c> is</c><00:00:43.930><c> great</c>

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like laughs they think this is great
 

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like laughs they think this is great
then<00:00:44.530><c> I</c><00:00:44.770><c> got</c><00:00:44.920><c> to</c><00:00:45.040><c> check</c><00:00:45.160><c> it</c><00:00:45.309><c> out</c><00:00:45.430><c> and</c><00:00:45.700><c> so</c><00:00:46.300><c> I</c><00:00:46.329><c> I</c>

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then I got to check it out and so I I
 

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then I got to check it out and so I I
went<00:00:47.170><c> to</c><00:00:47.230><c> some</c><00:00:47.380><c> presentations</c><00:00:48.070><c> and</c><00:00:48.570><c> then</c>

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went to some presentations and then
 

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went to some presentations and then
started<00:00:50.469><c> writing</c><00:00:50.800><c> some</c><00:00:50.980><c> Scala</c><00:00:51.280><c> code</c><00:00:51.489><c> with</c>

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started writing some Scala code with
 

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started writing some Scala code with
play<00:00:51.969><c> framework</c><00:00:52.149><c> 10</c><00:00:52.660><c> back</c><00:00:53.410><c> when</c><00:00:54.070><c> that</c><00:00:54.100><c> was</c>

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play framework 10 back when that was
 

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play framework 10 back when that was
around<00:00:54.850><c> and</c><00:00:55.649><c> really</c><00:00:56.649><c> enjoyed</c><00:00:57.340><c> the</c><00:00:57.520><c> experience</c>

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around and really enjoyed the experience
 

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around and really enjoyed the experience
but<00:00:58.180><c> it</c><00:00:58.270><c> was</c><00:00:58.360><c> also</c><00:00:58.480><c> a</c><00:00:58.629><c> pretty</c><00:00:58.899><c> hard</c><00:00:59.140><c> learning</c>

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but it was also a pretty hard learning
 

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but it was also a pretty hard learning
curve<00:00:59.649><c> for</c><00:00:59.680><c> me</c><00:00:59.950><c> I</c><00:00:59.980><c> had</c><00:01:00.910><c> to</c><00:01:01.030><c> really</c><00:01:01.210><c> switch</c><00:01:01.539><c> my</c>

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curve for me I had to really switch my
 

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curve for me I had to really switch my
brain<00:01:02.020><c> from</c><00:01:02.350><c> this</c><00:01:03.010><c> object-oriented</c><00:01:04.000><c> way</c><00:01:04.059><c> of</c>

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brain from this object-oriented way of
 

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brain from this object-oriented way of
thinking<00:01:04.780><c> into</c><00:01:04.989><c> a</c><00:01:05.020><c> functional</c><00:01:05.500><c> way</c><00:01:05.590><c> of</c>

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thinking into a functional way of
 

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thinking into a functional way of
thinking<00:01:06.100><c> and</c><00:01:06.340><c> I</c><00:01:06.610><c> wasn't</c><00:01:06.850><c> really</c><00:01:07.330><c> used</c><00:01:07.509><c> to</c>

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thinking and I wasn't really used to
 

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thinking and I wasn't really used to
that<00:01:07.690><c> and</c><00:01:08.020><c> so</c><00:01:08.440><c> so</c><00:01:09.369><c> it</c><00:01:09.429><c> was</c><00:01:09.520><c> a</c><00:01:09.550><c> challenge</c>

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that and so so it was a challenge
 

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that and so so it was a challenge
there's<00:01:10.209><c> definitely</c><00:01:10.509><c> a</c><00:01:10.600><c> big</c><00:01:10.810><c> learning</c><00:01:11.470><c> curve</c>

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there's definitely a big learning curve
 

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there's definitely a big learning curve
but<00:01:12.190><c> now</c><00:01:12.670><c> i'm</c><00:01:13.149><c> loving</c><00:01:14.050><c> scala</c><00:01:14.319><c> and</c><00:01:14.500><c> and</c><00:01:14.979><c> so</c><00:01:15.280><c> glad</c>

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but now i'm loving scala and and so glad
 

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but now i'm loving scala and and so glad
that<00:01:15.700><c> I</c><00:01:15.759><c> took</c><00:01:15.789><c> the</c><00:01:16.030><c> time</c><00:01:16.209><c> to</c><00:01:16.330><c> learn</c><00:01:16.450><c> it</c><00:01:23.280><c> so</c><00:01:24.280><c> I</c>

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that I took the time to learn it so I
 

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that I took the time to learn it so I
get<00:01:24.550><c> to</c><00:01:24.670><c> work</c><00:01:24.880><c> with</c><00:01:24.940><c> with</c><00:01:25.840><c> some</c><00:01:26.020><c> really</c><00:01:26.170><c> fun</c>

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get to work with with some really fun
 

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get to work with with some really fun
technology<00:01:27.190><c> at</c><00:01:27.340><c> Salesforce</c><00:01:27.970><c> and</c><00:01:28.330><c> I</c><00:01:28.450><c> would</c><00:01:28.750><c> say</c>

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technology at Salesforce and I would say
 

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technology at Salesforce and I would say
that<00:01:29.170><c> that</c><00:01:29.380><c> quite</c><00:01:29.709><c> a</c><00:01:29.770><c> bit</c><00:01:29.830><c> of</c><00:01:30.039><c> it</c><00:01:30.160><c> is</c><00:01:30.490><c> my</c><00:01:30.940><c> ideal</c>

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that that quite a bit of it is my ideal
 

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that that quite a bit of it is my ideal
stack<00:01:31.869><c> so</c><00:01:32.140><c> it's</c><00:01:32.289><c> my</c><00:01:32.530><c> ideal</c><00:01:33.009><c> stack</c><00:01:33.280><c> and</c><00:01:33.550><c> my</c>

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stack so it's my ideal stack and my
 

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stack so it's my ideal stack and my
actual<00:01:34.270><c> stack</c><00:01:34.569><c> so</c><00:01:35.229><c> I</c><00:01:35.259><c> use</c><00:01:35.640><c> Salesforce</c><00:01:36.640><c> for</c><00:01:36.729><c> my</c>

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actual stack so I use Salesforce for my
 

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actual stack so I use Salesforce for my
back<00:01:37.179><c> office</c><00:01:37.420><c> data</c><00:01:38.190><c> obviously</c><00:01:39.190><c> it</c><00:01:39.310><c> work</c><00:01:39.490><c> at</c>

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back office data obviously it work at
 

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back office data obviously it work at
Salesforce<00:01:40.679><c> so</c><00:01:41.679><c> but</c><00:01:42.310><c> it</c><00:01:42.429><c> really</c><00:01:42.610><c> does</c><00:01:42.819><c> work</c>

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Salesforce so but it really does work
 

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Salesforce so but it really does work
really<00:01:43.060><c> well</c><00:01:43.390><c> for</c><00:01:43.509><c> back</c><00:01:43.959><c> office</c><00:01:44.140><c> types</c><00:01:44.830><c> of</c>

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really well for back office types of
 

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really well for back office types of
applications<00:01:45.670><c> and</c><00:01:46.060><c> managing</c><00:01:46.420><c> that</c><00:01:46.509><c> data</c><00:01:46.750><c> I</c>

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applications and managing that data I
 

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applications and managing that data I
use<00:01:47.380><c> Heroku</c><00:01:47.860><c> for</c><00:01:48.220><c> my</c><00:01:48.580><c> front</c><00:01:48.849><c> end</c><00:01:49.000><c> application</c>

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use Heroku for my front end application
 

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use Heroku for my front end application
so<00:01:50.110><c> anything</c><00:01:50.410><c> that's</c><00:01:50.440><c> customer</c><00:01:50.950><c> facing</c><00:01:51.160><c> I</c><00:01:51.640><c> run</c>

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so anything that's customer facing I run
 

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so anything that's customer facing I run
on<00:01:52.300><c> Heroku</c><00:01:52.780><c> and</c><00:01:52.989><c> then</c><00:01:53.470><c> of</c><00:01:53.709><c> course</c><00:01:53.770><c> run</c><00:01:54.130><c> Scala</c>

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on Heroku and then of course run Scala
 

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on Heroku and then of course run Scala
they're<00:01:54.880><c> using</c><00:01:55.539><c> play</c><00:01:55.780><c> framework</c><00:01:55.989><c> for</c><00:01:56.440><c> the</c><00:01:56.470><c> web</c>

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they're using play framework for the web
 

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they're using play framework for the web
framework<00:01:57.250><c> and</c><00:01:58.239><c> then</c><00:01:58.660><c> database</c><00:01:59.560><c> wise</c><00:01:59.830><c> there's</c>

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framework and then database wise there's
 

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framework and then database wise there's
a<00:02:00.429><c> really</c><00:02:00.670><c> cool</c><00:02:00.940><c> technology</c><00:02:01.899><c> called</c><00:02:02.229><c> haruka</c>

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a really cool technology called haruka
 

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a really cool technology called haruka
connect<00:02:02.890><c> that</c><00:02:03.039><c> synchronizes</c><00:02:03.459><c> data</c><00:02:03.880><c> between</c>

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connect that synchronizes data between
 

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connect that synchronizes data between
Salesforce<00:02:04.750><c> and</c><00:02:04.959><c> Heroku</c><00:02:05.380><c> so</c><00:02:05.920><c> it</c><00:02:06.039><c> makes</c><00:02:06.190><c> it</c>

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Salesforce and Heroku so it makes it
 

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Salesforce and Heroku so it makes it
really<00:02:06.459><c> easy</c><00:02:06.580><c> to</c><00:02:06.819><c> share</c><00:02:07.000><c> data</c><00:02:07.420><c> across</c><00:02:07.630><c> that</c>

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really easy to share data across that
 

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really easy to share data across that
that<00:02:08.649><c> boundary</c><00:02:09.459><c> so</c><00:02:09.789><c> so</c><00:02:10.630><c> I</c><00:02:10.690><c> love</c><00:02:10.959><c> that</c><00:02:11.110><c> part</c><00:02:11.319><c> of</c>

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that boundary so so I love that part of
 

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that boundary so so I love that part of
the<00:02:11.500><c> stack</c><00:02:11.709><c> and</c><00:02:11.950><c> then</c><00:02:12.400><c> just</c><00:02:12.790><c> beginning</c><00:02:13.209><c> to</c><00:02:13.239><c> add</c>

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the stack and then just beginning to add
 

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the stack and then just beginning to add
in

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in
 

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in
new<00:02:14.329><c> things</c><00:02:14.599><c> into</c><00:02:15.019><c> that</c><00:02:15.170><c> stack</c><00:02:15.560><c> like</c>

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new things into that stack like
 

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new things into that stack like
prediction<00:02:16.549><c> I</c><00:02:16.640><c> 0</c><00:02:16.670><c> for</c><00:02:17.269><c> machine</c><00:02:17.659><c> learning</c><00:02:17.689><c> and</c>

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prediction I 0 for machine learning and
 

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prediction I 0 for machine learning and
Kafka<00:02:18.609><c> for</c><00:02:19.609><c> doing</c><00:02:19.879><c> like</c><00:02:19.909><c> etl</c><00:02:20.709><c> is</c><00:02:21.709><c> and</c><00:02:22.129><c> stream</c>

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Kafka for doing like etl is and stream
 

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Kafka for doing like etl is and stream
processing<00:02:22.879><c> that</c><00:02:23.180><c> kind</c><00:02:23.239><c> of</c><00:02:23.480><c> stuff</c><00:02:23.719><c> so</c><00:02:24.019><c> so</c><00:02:24.859><c> yeah</c>

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processing that kind of stuff so so yeah
 

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processing that kind of stuff so so yeah
I<00:02:25.069><c> mean</c><00:02:25.370><c> I</c><00:02:25.489><c> have</c><00:02:25.969><c> my</c><00:02:26.209><c> ideal</c><00:02:26.810><c> stack</c><00:02:27.140><c> it's</c>

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I mean I have my ideal stack it's
 

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I mean I have my ideal stack it's
working<00:02:27.709><c> really</c><00:02:27.829><c> well</c><00:02:27.980><c> and</c><00:02:28.430><c> and</c><00:02:28.849><c> excited</c>

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working really well and and excited
 

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working really well and and excited
about<00:02:29.840><c> building</c><00:02:30.200><c> more</c><00:02:30.560><c> on</c><00:02:30.739><c> that</c><00:02:30.950><c> and</c><00:02:31.159><c> and</c>

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about building more on that and and
 

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about building more on that and and
adding<00:02:32.510><c> more</c><00:02:32.689><c> things</c><00:02:32.930><c> in</c><00:02:33.200><c> like</c><00:02:33.500><c> spark</c><00:02:33.950><c> and</c>

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adding more things in like spark and
 

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adding more things in like spark and
Cassandra<00:02:35.030><c> and</c><00:02:35.209><c> those</c><00:02:35.359><c> sorts</c><00:02:35.599><c> of</c><00:02:35.659><c> things</c><00:02:35.719><c> over</c>

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Cassandra and those sorts of things over
 

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Cassandra and those sorts of things over
time<00:02:36.200><c> so</c><00:02:36.409><c> I</c><00:02:36.439><c> think</c><00:02:36.530><c> that's</c><00:02:36.799><c> kind</c><00:02:37.340><c> of</c><00:02:37.370><c> some</c><00:02:37.670><c> of</c>

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time so I think that's kind of some of
 

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time so I think that's kind of some of
my<00:02:37.790><c> missing</c><00:02:38.150><c> pieces</c><00:02:38.359><c> right</c><00:02:38.659><c> now</c><00:02:38.719><c> is</c><00:02:39.079><c> is</c><00:02:39.319><c> more</c>

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my missing pieces right now is is more
 

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my missing pieces right now is is more
on<00:02:40.010><c> the</c><00:02:40.909><c> the</c><00:02:41.209><c> data</c><00:02:41.450><c> analytics</c><00:02:42.260><c> side</c><00:02:42.500><c> and</c><00:02:42.799><c> on</c>

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on the the data analytics side and on
 

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on the the data analytics side and on
the<00:02:43.370><c> big</c><00:02:43.730><c> data</c><00:02:43.909><c> storage</c><00:02:44.389><c> side</c><00:02:44.689><c> of</c><00:02:44.870><c> the</c><00:02:44.959><c> two</c>

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the big data storage side of the two
 

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the big data storage side of the two
pieces<00:02:45.319><c> that</c><00:02:45.650><c> I'm</c><00:02:45.739><c> still</c><00:02:46.150><c> hoping</c><00:02:47.150><c> that</c><00:02:47.299><c> i</c><00:02:47.329><c> can</c>

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pieces that I'm still hoping that i can
 

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pieces that I'm still hoping that i can
add<00:02:47.659><c> into</c><00:02:47.959><c> my</c><00:02:48.079><c> stack</c><00:02:54.639><c> yeah</c><00:02:55.639><c> so</c><00:02:55.959><c> there</c><00:02:56.959><c> is</c><00:02:57.290><c> a</c><00:02:57.859><c> guy</c>

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add into my stack yeah so there is a guy
 

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add into my stack yeah so there is a guy
here<00:02:58.370><c> named</c><00:02:58.639><c> Gilbert</c><00:02:59.239><c> who</c><00:02:59.540><c> created</c><00:03:00.049><c> play</c>

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here named Gilbert who created play
 

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here named Gilbert who created play
framework<00:03:00.500><c> and</c><00:03:01.000><c> really</c><00:03:02.000><c> looking</c><00:03:02.299><c> forward</c><00:03:02.689><c> to</c>

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framework and really looking forward to
 

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framework and really looking forward to
not<00:03:03.560><c> only</c><00:03:03.709><c> catching</c><00:03:04.129><c> up</c><00:03:04.189><c> with</c><00:03:04.340><c> him</c><00:03:04.519><c> but</c><00:03:05.359><c> also</c>

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not only catching up with him but also
 

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not only catching up with him but also
here<00:03:06.049><c> in</c><00:03:06.169><c> his</c><00:03:06.379><c> talk</c><00:03:06.590><c> because</c><00:03:06.859><c> he</c><00:03:06.889><c> always</c><00:03:07.219><c> just</c>

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here in his talk because he always just
 

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here in his talk because he always just
blows<00:03:07.849><c> my</c><00:03:08.000><c> mind</c><00:03:08.239><c> and</c><00:03:08.510><c> expands</c><00:03:09.409><c> it</c><00:03:10.120><c> and</c><00:03:11.120><c> so</c><00:03:11.870><c> this</c>

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blows my mind and expands it and so this
 

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blows my mind and expands it and so this
time<00:03:12.319><c> he's</c><00:03:12.709><c> doing</c><00:03:12.859><c> a</c><00:03:13.040><c> talk</c><00:03:13.280><c> on</c><00:03:13.569><c> doing</c><00:03:14.569><c> assembly</c>

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time he's doing a talk on doing assembly
 

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time he's doing a talk on doing assembly
programming<00:03:15.650><c> inside</c><00:03:16.129><c> a</c><00:03:16.159><c> scala</c><00:03:16.489><c> and</c><00:03:16.669><c> i</c><00:03:17.000><c> have</c><00:03:17.150><c> no</c>

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programming inside a scala and i have no
 

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programming inside a scala and i have no
idea<00:03:17.569><c> what</c><00:03:17.870><c> that's</c><00:03:18.049><c> going</c><00:03:18.199><c> to</c><00:03:18.260><c> look</c><00:03:18.349><c> like</c><00:03:18.470><c> but</c>

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idea what that's going to look like but
 

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idea what that's going to look like but
really<00:03:19.540><c> interested</c><00:03:20.540><c> to</c><00:03:20.569><c> see</c><00:03:20.780><c> him</c><00:03:21.049><c> gonna</c><00:03:21.349><c> blow</c>

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really interested to see him gonna blow
 

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really interested to see him gonna blow
my<00:03:21.709><c> mind</c><00:03:21.739><c> again</c><00:03:22.069><c> so</c><00:03:22.459><c> yep</c><00:03:23.030><c> yeah</c><00:03:23.299><c> really</c><00:03:23.479><c> looking</c>

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my mind again so yep yeah really looking
 

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my mind again so yep yeah really looking
forward<00:03:23.989><c> to</c><00:03:24.019><c> guillaume</c><00:03:24.290><c> boards</c><00:03:24.530><c> talk</c>

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you