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December 11, 2018
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Ben Weber's Blog   Expert Blogs

 

Principal Data Scientist at Zynga. I like to blog about all things data science. Grad from UC Santa Cruz! @bgweber

 

Expert Blogs

Posted by Ben Weber on Thu, 30 Aug 2018 10:41:00 EDT in
Closed APIs and massive compute requirements are large hurdles for universities.


Posted by Ben Weber on Fri, 10 Aug 2018 09:24:00 EDT in Programming, Smartphone/Tablet
Procedural content generation needs automated playtesting, here’s one approach to explore.


Posted by Ben Weber on Mon, 09 Jul 2018 02:38:00 EDT in
Using the R programming language to create interesting summarizations of expert StarCraft gameplay.


Posted by Ben Weber on Mon, 09 Apr 2018 09:29:00 EDT in
The evolution of game analytics from development telemetry to big data.


Posted by Ben Weber on Sun, 01 Apr 2018 01:23:00 EDT in Programming, Console/PC
A simple, serverless, and scalable data pipeline for game analytics.


Posted by Ben Weber on Tue, 24 Oct 2017 01:30:00 EDT in
Recommendations for building highly-effective data science teams.



Ben Weber's Comments

Comment In: [Blog - 01/09/2015 - 01:32]

This is an interesting post ...

This is an interesting post Dmitri and I 'd like to hear how you distinguish predictive analytics from forecasting. In my experience, as soon as you start sharing predictive modeling with a game team they will start asking for forecasts. r n r nThe way I like to differentiate these ...

Comment In: [Blog - 09/24/2014 - 03:01]

Great article Dmitri, I m ...

Great article Dmitri, I m looking forward to this ongoing series r n r nDo you have any examples of vendors/APIs that allow clients to directly query the transactional data being collected This would be useful for pivoting metrics based on custom events, such as the half-pipe tricks example you ...

Comment In: [Blog - 07/29/2014 - 12:54]

Nice post. I would say ...

Nice post. I would say the 90 rule is way off, especially if the analyst role is not embedded on the development team. r n r nAnother area sometimes overlooked when setting up telemetry is planned use of data . There s often a focus on collecting as much data ...

Comment In: [Blog - 07/17/2014 - 09:35]

Once again, great article on ...

Once again, great article on getting into the details of BTs. Looking forward to part two with parallel nodes and mixed strategic/tactical decision making. Here 's a blog post I wrote on Gamasutra comparing BTs to reactive planning: r n r nhttp://gamasutra.com/blogs/BenWeber/20120308/165151/ABL versus Behavior Trees.php

Comment In: [Blog - 07/07/2014 - 08:48]

How long after launch do ...

How long after launch do games start to fit the Weibull distribution It 'd be interesting to see how the fit changes over time for a particular title.

Comment In: [Blog - 05/22/2014 - 12:34]

One of the biggest issues ...

One of the biggest issues in meeting the demand for data scientists in games is a lack of data sets that students can use for building the necessary expertise. Sure, you can write a script to pull data from a web site such as the Steam Gauge tool, and even ...