Theory and Craft artwork

Theory and Craft

3 episodes - English - Latest episode: over 8 years ago - ★★★★★ - 3 ratings

Applying the theory of computer science to the craft of software engineering.

Each episode we focus on one idea from computer science and try to understand how it fits into our world as professional programmers. Think of it as book club for coders.

Technology Education How To software programming computer science engineering coding javascript
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Episodes

Software Testing and Test Effectiveness

August 23, 2015 00:00 - 42 minutes - 19.6 MB

Each episode we focus on one idea from computer science and try to understand how it fits into our world as professional programmers. This episode we welcome our guest host, Sergey Astretsov, to discuss the paper “Coverage and Its Discontents” about the use of code coverage as a proxy for test effectiveness. From there we debate when and why to test, discuss the relationship between commenting and testing, and generally digress. Links: Coverage and Its Discontents jsfunfuzz Softw...

Deep Learning with Adam Gibson

March 16, 2015 00:00 - 26 minutes - 18.1 MB

In our second episode we interview Adam Gibson, creator of the DeepLearning4J open source project. It turns out that deep learning really is a major breakthrough for machine learning, both conceptually, and as evidenced by the benchmarks. Links! Skymind (Adam’s company) Andrew Ng on Deep Learning Adam’s Slideshare

Functional Reactive Programming - Elm and ReactJS

February 16, 2015 00:00 - 30 minutes - 14.2 MB

Each episode we’ll focus on one idea from computer science and try to understand how it fits into our world as professional programmers. In this episode we discuss functional reactive programming as represented by the Elm language, and how it’s influencing web development through the recent popularity of ReactJS Links: Asynchronous Functional Reactive Programming for GUIs (The Elm paper) Interview with ReactJS contributor Pete Hunt on Giant Robots podcast Immediate Mode GUIs (Art...