Before Machine Learning [Volume 3] – Probability and Statistics for AI: The Fundamental Mathematics for Data Science and Artificial Intelligence [400 pages] Get the book here: http://
amzn.to/4vda8qT Also…
Vol. 1 – Linear Algebra: http://
amzn.to/3QBnHlM
Vol. 2 – Calculus:
@kirkdborne
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Probability and Statistics Foundations for Machine Learning
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An Introduction to Probabilistic Machine Learning
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(860-page PDF) INTRODUCTION to Probabilistic Machine Learning: http://
bit.ly/3seAc5G by @sirbayes Get print copy: https://
amzn.to/48broB3
—— [The companion 1370-page ADVANCED TOPICS PDF is in quoted post below] -
Andriy Burkov Books Cover ML Engineering and Language Models
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Books by @burkov Machine Learning Engineering: http://
amzn.to/2R9OEdT
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Hundred-Page Machine Learning Book: http://
amzn.to/3bFhtbF
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Hundred-Page Language Models Book — Hands-on with PyTorch: http://
amzn.to/4sJl7YC ———
#ML #DataScience #AI #DataScientist -
The Alignment Problem Explores Machine Learning and Human Values
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The Alignment Problem — Machine Learning and Human Values: https://
amzn.to/3ToP5UU Amazon summary: "A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them." By the author of "Algorithms to Live By": https://
amzn.to/4gFNd3P -
Preparing Data and Selecting Algorithms for Applied Machine Learning
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Applied Machine Learning: A Practical Guide to Preparing Data, Selecting Algorithms, and Implementing Machine Learning Models in the Real World Available at https://
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A Guide to Machine Learning With Neural Networks
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Machine Learning with Neural Networks: https://
arxiv.org/pdf/1901.05639
[Download 241-page PDF] -
Domain-Specific Small Language Models for Local Deployment
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"Domain-Specific Small Language Models: Efficient AI for local deployment" available at http://
amzn.to/4g7mVqW via @ManningBooks -
Machine Learning for Streaming Data With Massive Online Analysis
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Machine Learning for Data Streams, with Practical Examples in Massive Online Analysis (a volume in the MIT Press Adaptive Computation and Machine Learning series): https://
amzn.to/44EzXVX -
Signal Processing and Machine Learning for Sensor Data Analysis
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Signal Processing and Machine Learning Techniques for Sensor Data Analytics: https://
youtube.com/watch?v=GZ3KUP
qA1JM
… See these books: https://
amzn.to/3rvjgXB -
Detecting Anomalies With Deep Learning in Python
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Beginning Anomaly Detection Using Python-Based Deep Learning: https://
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