Machine Learning

Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions.

Hands-On Machine Learning with Scikit-Learn and TensorFlow
Pattern Recognition and Machine Learning (Information Science and Statistics)
Deep Learning
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
Machine Learning: A Probabilistic Perspective
The Hundred-Page Machine Learning Book
Deep Learning with Python
Python Machine Learning
Machine Learning (McGraw-Hill International Editions Computer Science Series)
Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
Information Theory, Inference, and Learning Algorithms
Artificial Intelligence: A Modern Approach
James Rickards
AI creates its own fog. The more sophisticated the algorithms, the less developers and engineers understand how the output emerges.
James Rickards, MoneyGPT: AI and the Threat to the Global Economy

James Rickards
... bias in training materials is inevitable and there are better ways to deal with adverse effects than to scrub them out of existence. Efforts to eliminate bias would simply create new kinds of bias and distort the validity of the original datasets. Bias can be unjust by some standards but serves a useful purpose. ... the way to deal with it is to use other systems developed by those not involved in the original code, assisted by subject matter experts who could spot damaging bias in AI output ...more
James Rickards, MoneyGPT: AI and the Threat to the Global Economy

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Sidewalk Machine Learning Books for machine learning
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This is a group for students of the MS in Analytics Gatech program. This space is for sharing an…more
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Includes data mining, data visualization, machine learning and many other question related to
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Group to discuss books on Machine Learning
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