Mathematical Analysis of Machine Learning Algorithms
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Fundamentals of Machine Learning for Predictive Data Analytics, second edition: Algorithms, Worked Examples, and Case Studies
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Machine Learning Algorithms in Depth
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Machine Learning Algorithms: A Hands-On Approach with Python
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Modern Data Mining Algorithms in C++ and CUDA C: Recent Developments in Feature Extraction and Selection Algorithms for Data Science
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Tree-based Machine Learning Algorithms: Decision Trees, Random Forests, and Boosting
Genetic Algorithms and Machine Learning for Programmers: Create AI Models and Evolve Solutions (Pragmatic Programmers)
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Introduction to Machine Learning with Python: A Guide for Data Scientists
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Learning Algorithms: A Programmer's Guide to Writing Better Code
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