20,000 unfairly deleted UC Berkeley lectures are now available for free

@tachyeonz : Earlier this week, the University of California at Berkeley purged some 20,000 lectures from various academic fields from its YouTube channel following a less-than-sensible ruling from the US Department of Justice. But it seems not all content might be lost.

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Applied Machine Learning for Data Exfil and Other Fun Topics

@tachyeonz : by Matt Wolff & Brian Wallace & Xuan ZhaoMachine learning techniques have been gaining significant traction in a variety of industries in recent years, and the security industry is no exception to it’s influence. These techniques, when applied correctly, can help assist in many data driven tasks

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Nervana’s Deep Learning Course

@tachyeonz : Nervana is excited to share a series of short videos and accompanying exercises to learn how to build deep learning models with neon, our deep learning framework.

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The Contextual Bandits Problem: A New, Fast, and Simple Algorithm

@tachyeonz : We study the general problem of how to learn through experience to make intelligent decisions. In this setting, called the contextual bandits problem, the learner must repeatedly decide which action to take in response to an observed context, and is then permitted to observe the received reward, but

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AGI-15 Keynote by Frank Wood – Probabilistic Programming

@tachyeonz : Frank Wood presents his keynote on Probabilistic Programming at the Eighth Conference on Artificial General Intelligence (AGI-15) in Berlin (http://bit.ly/2i3zfJI).

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Essence of linear algebra preview

@tachyeonz : This introduces the “Essence of linear algebra” series, aimed at animating the geometric intuitions underlying many of the topics taught in a standard linear algebra course.Watch the full “Essence of linear algebra” playlist here: https://www.youtube.com/playlist?list…

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Everything I Wish I Knew When I Started Using GitHub

@tachyeonz : GitHub Sales Engineer, Brent Beer, speaking at OSCON in Portland, OR, July 2015.

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Head, Torso and Tail – Performance for modeling real data, Alex Smola

@tachyeonz : Real data is high dimensional and multi variate. A naive application of optimization techniques leads to rather poor performance, due to large memory footprint, latency and network cost. In this talk I will address how to overcome these constraints by design that takes advantage of distributional pr

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A friendly introduction to Deep Learning and Neural Networks

@tachyeonz : A friendly introduction to neural networks and deep learning.

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This Is How Quantum Computing Will Change The World | Erick Ladizinsky – D Wave Founder

@tachyeonz : The Coming Quantum Computing Revolution – Eick LadizinskyClick here to subscribe to Futurology on YouTube: http://bit.ly/2kcLe7F other videos :The Future of Nanotechnology : https://www.youtube.com/watch?v=VZbCx…What is the fastest way way to reach mars ? : https://www.youtube.com/watch?v=Lqz

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Safety-Critical Systems – Professor Martyn Thomas CBE

@tachyeonz : Professor Martyn Thomas CBE provides an in-depth analysis on the concerns surrounding todays safety-critical systems http://bit.ly/2jKgfjK is an essential part of many safety-critical systems. Modern cars and aircraft contain dozens of processors and millions of lines of c

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Can a Chess Piece Explain Markov Chains? | Infinite Series

@tachyeonz : In this episode probability mathematics and chess collide. What is the average number of steps it would take before a randomly moving knight returned to its starting square?Tweet at us! @pbsinfiniteFacebook: http://bit.ly/2iNO4zJ seriesEmail us! pbsinfiniteseries [at] gmail [dot] comPrevious Epis

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