If you’re looking to have a career in machine learning or a data scientist, below is a list of FREE e-books to help you achieve this. The list includes an Introduction to Machine Learning Interpretability by Patrick Hall and Navdeep Gill. If you have an interest in Natural Language Processing and you are proficient in Python - this book is for you.
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Table of contents
Understanding Machine Learning: From Theory to AlgorithmsThink Stats: Probability and Statistics for ProgrammersAn Introduction to Statistical LearningMachine Learning for HumansMining of Massive DatasetsMachine Learning EngineeringThe Hundred-Page Machine Learning BookMathematics for Machine LearningFeature Engineering and Selection: A Practical Approach for Predictive ModelsPattern Recognition and Machine LearningHands-On Machine Learning with RAn Introduction to Machine Learning InterpretabilityNatural Language Processing with PythonPython Machine Learning ProjectsIntroduction to Machine Learning Interviews BookConclusionSort: