Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his immersive style, deep learning expert Andrew Trask shows you the hidden science so you can uncover every detail of neural network training for yourself.
Artificial intelligence is one of the most exciting technologies of the century, and deep learning is in many ways the “brain” behind some of the smartest artificial intelligence systems in the world. Freely based on the behavior of neurons inside the human brain, these systems are quickly catching up with the intelligence of their human creators, beating the world champion of Go, achieving superhuman performances in video games, driving cars, translating languages and sometimes even helping the police. fight against crime. Deep Learning is a revolution that is changing all industries around the world. Purchase of the print book includes a free eBook in PDF, Kindle and ePub format from Manning Publications.
Deep learning, a branch of artificial intelligence, teaches computers to learn using neural networks, a technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just some of the exciting modern advances made possible by deep learning.
Grokking Deep Learning teaches you to build neural networks for deep learning from scratch! In his immersive style, deep learning expert Andrew Trask shows you the hidden science so you can uncover every detail of neural network training for yourself. Only with Python and its math-assisted NumPy library will you train your neural networks to see and understand images, translate texts into different languages, and even write like Shakespeare! Upon completion, you will be well prepared to master deep learning frameworks.
For readers with intermediate math and programming skills.
Andrew Trask is a PhD student at the University of Oxford and a researcher at DeepMind. Andrew previously worked as an analytics researcher and product manager at Digital Reasoning, where he trained the world's largest artificial neural network and helped develop the analytics roadmap for Synthesys' cognitive computing platform.
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