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Descripción - Reseña del editor Artificial Intelligence is the most exciting technology of the century, and Deep Learning is, quite literally, the 'brain' behind the world's smartest Artificial Intelligence systems out there. Grokking Deep Learning is the perfect place to begin the deep learning journey. Rather than just learning the 'black box' API of some library or framework, readers will actually understand how to build these algorithms completely from scratch. Key Features: Build neural networks that can see and understand images Build an A.I. that will learn to defeat you in a classic Atari game Hands-on Learning Written for readers with high school-level math and intermediate programming skills. Experience with Calculus is helpful but not required. ABOUT THE TECHNOLOGY Deep Learning is a subset of Machine Learning, which is a field dedicated to the study and development of machines that can learn, often with the goal of eventually attaining general artificial intelligence. Biografía del autor Andrew Trask is a PhD student at Oxford University, funded by the Oxford- DeepMind Graduate Scholarship, where he researches Deep Learning approaches with special emphasis on human language. Previously, Andrew was a researcher and analytics product manager at Digital Reasoning where he trained the world's largest artificial neural network with over 160 billion parameters, and helped guide the analytics roadmap for the Synthesys cognitive computing platform which tackles some of the most complex analysis tasks across government intelligence, finance, and healthcare industries.
Trask, A: Grokking Deep Learning: : Trask, Andrew ~ Grokking Deep Learning is the perfect place to begin the deep learning journey. Rather than just learning the "black box" API of some library or framework, readers will actually understand how to build these algorithms completely from scratch.
Manning / Grokking Deep Learning ~ Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks.
GitHub - iamtrask/Grokking-Deep-Learning: this repository ~ Grokking-Deep-Learning. This repository accompanies the book "Grokking Deep Learning", available here. Also, the coupon code "trask40" is good for a 40% discount. Chapter 3 - Forward Propagation - Intro to Neural Prediction; Chapter 4 - Gradient Descent - Into to Neural Learning
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Grokking Deep Learning - i am trask ~ If you passed high school math and can hack around in Python, I want to teach you Deep Learning.. Edit: 50% Coupon Code: "mltrask" (expires August 26) I've decided to write a Deep Learning book in the same style as my blog, teaching Deep Learning from an intuitive perspective, all in Python, using only numpy. I wanted to make the lowest possible barrier to entry to learn Deep Learning.
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