Software & Languages

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  1. The Simple Essence of Automatic Differentiation - Conal Elliott

    Microsoft ResearchLength: 1 hour 30 minutesMachine learning & deep learning

    In briefConal Elliott presents his paper on automatic differentiation, deriving a simple, generalized AD algorithm from a natural specification. Varying the representation of derivatives yields forward and reverse mode algorithms that avoid the complexity and statefulness of backpropagation.

  2. Brendan Eich: JavaScript, Firefox, Mozilla, and Brave | Lex Fridman Podcast #160

    Lex FridmanLength: 2 hours 59 minutesWeb development

    In briefA roughly three-hour Lex Fridman podcast conversation with Brendan Eich, creator of JavaScript and co-founder of Mozilla and Brave. It covers JavaScript's rushed creation at Netscape, the browser wars, Firefox and Mozilla, and Brave's privacy approach.

  3. Lone Star Ruby Conference 2010 Real Software Engineering by Glenn Vanderburg

    ConfreaksLength: 52 minutesSoftware practice, open source & careers

    In briefGlenn Vanderburg argues at Lone Star Ruby Conference 2010 that university-style software engineering does not work, and asks what real software engineering would look like. He revisits the waterfall model and what engineering means in other fields.