machine learning Public
Created by Gabriel
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The Book of Why by Judea Pearl, Dana Mackenzie
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence
“Correlation …
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Information Theory, Inference & Learning Algorithms by David J.C. MacKay
Book Jacket:
This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems, such as …
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron
5 stars
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who …
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Time series analysis by James Hamilton-Paterson
The past decade has brought dramatic changes in the way that researchers analyze economic and financial time series. This textbook …
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Handbook of research on machine learning applications and trends by Emilio Soria Olivas
"This book investiges machine learning (ML), one of the most fruitful fields of current research, both in the proposal of …
