Artificial Intelligence
AI Superpowers: China, Silicon Valley, and the New World Order #book - by Kai-Fu Lee
Army of None: Autonomous Weapons and the Future of War #book - "The era of autonomous weapons has arrived. Today around the globe, at least thirty nations have weapons that can search for and destroy enemy targets all on their own. Paul Scharre, a leading expert in next-generation warfare, describes these and other high tech weapons systems—from Israel’s Harpy drone to the American submarine-hunting robot ship Sea Hunter—and examines the legal and ethical issues surrounding their use. “A smart primer to what’s to come in warfare” (Bruce Schneier), Army of None engages military history, global policy, and cutting-edge science to explore the implications of giving weapons the freedom to make life and death decisions. A former soldier himself, Scharre argues that we must embrace technology where it can make war more precise and humane, but when the choice is life or death, there is no replacement for the human heart."
Artificial Intelligence: A Modern Approach #book - by Stuart Russell, Peter Norvig
The Book of Why: The New Science of Cause and Effect #book - by Judea Pearl, Dana Mackenzie
The Conscious Mind #book - by Zoltan Torey
Deep Learning #book - by John D Kelleher
Deep Learning: A Practitioner's Approach #book - by Josh Patterson, Adam Gibson
Deep Thinking: Where Machine Intelligence Ends and Human Creativity Begins #book - by Garry Kasparov
Fundamentals of Deep Learning: Designing Next-Generation Artificial Intelligence Algorithms #book - by Nikhil Buduma
Gödel, Escher, Bach: An Eternal Golden Braid #book - by Douglas R. Hofstadter
Hands-On Machine Learning with Scikit-Learn and TensorFlow #book - by Aurélien Géron
Life 3.0: Being Human in the Age of Artificial Intelligence #book - by Max Tegmark
Machine Learning #book - by Ethem Alpaydin
Machine Learning Mini-Degree #course - "Master Machine Learning with Python and Tensorflow. Craft Advanced Artificial Neural Networks and Build Your Cutting-Edge AI Portfolio." Includes 7 courses:
Numpy Matrices and Vectors
The Complete Artificial Neural Networks Developer Course
Convolutional Neural Networks
Generative Adversarial Networks
Applied Deep Learning with Python
Recurrent Neural Networks: Text Generation
Deep Reinforcement Learning.
Machine Translation #book - by Thierry Poibeau
The Mind-Body Problem #book - by Jonathan Westphal
Natural Language Processing with Python by Steven Bird, Ewan Klein, Edward Loper - "This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication."
Neuroplasticity #book - by Moheb Costandi
Pattern Classification #book - by David G. Stork, Richard O. Duda, Peter E. Hart
Real-World Machine Learning #book - by Henrik Brink
Rise of the Robots: Technology and the Threat of a Jobless Future #book - by Martin Ford
Robots #book - by John M. Jordan
Thoughtful Machine Learning with Python by Matthew Kirk
Understanding Machine Learning: From Theory to Algorithms #book - by Shai Shalev-Shwartz, Shai Ben-David
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