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Book Lists

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
Basics of Linear Algebra for Machine Learning - Discover the Mathematical Language of Data in Python by Jason Brownlee (z-lib.org).pdf		Basics of Linear Algebra for Machine Learning - Discover the Mathematical Language of Data in Python by Jason Brownlee (z-lib.org).pdf
Better Deep Learning Train Faster, Reduce Overfitting, and Make Better Predictions by Jason Brownlee (z-lib.org).pdf		Better Deep Learning Train Faster, Reduce Overfitting, and Make Better Predictions by Jason Brownlee (z-lib.org).pdf
Data Preparation for Machine Learning Data Cleaning, Feature Selection, and Data Transforms in Python by Jason Brownlee (z-lib.org).pdf		Data Preparation for Machine Learning Data Cleaning, Feature Selection, and Data Transforms in Python by Jason Brownlee (z-lib.org).pdf
Data Science with Julia by Paul D. McNicholas, Peter A. Tait (z-lib.org).pdf		Data Science with Julia by Paul D. McNicholas, Peter A. Tait (z-lib.org).pdf
Deep Learning for Computer Vision - Image Classification, Object Detection and Face Recognition in Python by Jason Brownlee (z-lib.org).pdf		Deep Learning for Computer Vision - Image Classification, Object Detection and Face Recognition in Python by Jason Brownlee (z-lib.org).pdf
Deep Learning for Natural Language Processing Develop Deep Learning Models for Natural Language in Python by Jason Brownlee (z-lib.org).pdf		Deep Learning for Natural Language Processing Develop Deep Learning Models for Natural Language in Python by Jason Brownlee (z-lib.org).pdf
Deep Learning for Time Series Forecasting - Predict the Future with MLPs, CNNs and LSTMs in Python by Jason Brownlee (z-lib.org).pdf		Deep Learning for Time Series Forecasting - Predict the Future with MLPs, CNNs and LSTMs in Python by Jason Brownlee (z-lib.org).pdf
Deep Learning with Python Develop Deep Learning Models on Theano and TensorFLow Using Keras by Jason Brownlee (z-lib.org).pdf		Deep Learning with Python Develop Deep Learning Models on Theano and TensorFLow Using Keras by Jason Brownlee (z-lib.org).pdf
Generative Adversarial Networks with Python Deep Learning Generative Models for Image Synthesis and Image Translation by Jason Brownlee (z-lib.org).pdf		Generative Adversarial Networks with Python Deep Learning Generative Models for Image Synthesis and Image Translation by Jason Brownlee (z-lib.org).pdf
Imbalanced Classification with Python Choose Better Metrics, Balance Skewed Classes, and Apply Cost-Sensitive Learning by Jason Brownlee (z-lib.org).pdf		Imbalanced Classification with Python Choose Better Metrics, Balance Skewed Classes, and Apply Cost-Sensitive Learning by Jason Brownlee (z-lib.org).pdf
Introduction to Time Series Forecasting with Python How to Prepare Data and Develop Models to Predict the Future by Jason Brownlee (z-lib.org).pdf		Introduction to Time Series Forecasting with Python How to Prepare Data and Develop Models to Predict the Future by Jason Brownlee (z-lib.org).pdf
Long Short-Term Memory Networks With Python Develop Sequence Prediction Models With Deep Learning by Jason Brownlee (z-lib.org).pdf		Long Short-Term Memory Networks With Python Develop Sequence Prediction Models With Deep Learning by Jason Brownlee (z-lib.org).pdf
Machine Learning A Probabilistic Perspective by Kevin P. Murphy (z-lib.org).zip		Machine Learning A Probabilistic Perspective by Kevin P. Murphy (z-lib.org).zip
Machine Learning Algorithms From Scratch With Python by Jason Brownlee (z-lib.org).pdf		Machine Learning Algorithms From Scratch With Python by Jason Brownlee (z-lib.org).pdf
Machine Learning Mastery with Python Understand Your Data, Create Accurate Models and Work Projects End-To-End by Jason Brownlee (z-lib.org).pdf		Machine Learning Mastery with Python Understand Your Data, Create Accurate Models and Work Projects End-To-End by Jason Brownlee (z-lib.org).pdf
Machine Learning Mastery with R by Jason Brownlee (z-lib.org).pdf		Machine Learning Mastery with R by Jason Brownlee (z-lib.org).pdf
Machine Learning With Python For Everyone by Mark E. Fenner (z-lib.org).pdf		Machine Learning With Python For Everyone by Mark E. Fenner (z-lib.org).pdf
Master Machine Learning Algorithms - Discover how they work and Implement Them From Scratch by Jason Brownlee (z-lib.org).pdf		Master Machine Learning Algorithms - Discover how they work and Implement Them From Scratch by Jason Brownlee (z-lib.org).pdf
Mastering Machine Learning with Python in Six Steps_ A Practical Implementation Guide to Predictive Data Analytics Using Python ( PDFDrive ).pdf		Mastering Machine Learning with Python in Six Steps_ A Practical Implementation Guide to Predictive Data Analytics Using Python ( PDFDrive ).pdf
Probability and Statistics for Science and Engineering with Examples in R by Hongshik Ahn (z-lib.org).pdf		Probability and Statistics for Science and Engineering with Examples in R by Hongshik Ahn (z-lib.org).pdf
Probability for Machine Learning - Discover How To Harness Uncertainty With Python by Jason Brownlee (z-lib.org).pdf		Probability for Machine Learning - Discover How To Harness Uncertainty With Python by Jason Brownlee (z-lib.org).pdf
Python for Programmers with Big Data and Artificial Intelligence Case Studies by Paul J. Deitel, Harvey Deitel (z-lib.org).pdf		Python for Programmers with Big Data and Artificial Intelligence Case Studies by Paul J. Deitel, Harvey Deitel (z-lib.org).pdf
README.md		README.md
Statistical Methods for Machine Learning Discover How to Transform Data into Knowledge with Python by Jason Brownlee (z-lib.org).pdf		Statistical Methods for Machine Learning Discover How to Transform Data into Knowledge with Python by Jason Brownlee (z-lib.org).pdf
The Art of R Programming A Tour of Statistical Software Design.pdf		The Art of R Programming A Tour of Statistical Software Design.pdf
The Book of R_ A First Course in Programming and Statistics ( PDFDrive.com ).pdf		The Book of R_ A First Course in Programming and Statistics ( PDFDrive.com ).pdf
XGBoost with Python Gradient Boosted Trees with XGBoost and scikit-learn by Jason Brownlee (z-lib.org).pdf		XGBoost with Python Gradient Boosted Trees with XGBoost and scikit-learn by Jason Brownlee (z-lib.org).pdf
machine_learning_mastery_with_r.pdf		machine_learning_mastery_with_r.pdf

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