A Concise Introduction to Machine Learning
A Concise Introduction to Machine Learning by A. C Faul, published by CRC Press in 2025, offers a clear and structured approach to understanding machine learning concepts through the lens of mathematics. This second edition spans 334 pages and is presented in English, making it accessible to a wide audience interested in the intersection of mathematics and technology.
Readers will find that the book explains various machine learning principles, supported by practical examples in both Python and MATLAB, which are conveniently available on GitHub. The content covers essential topics such as algorithms, data science, and artificial intelligence, providing a foundational understanding for those looking to enhance their knowledge in programming and data analytics.
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A Concise Introduction to Machine Learning uses mathematics as the common language to explain a variety of machine learning concepts from basic principles and illustrates every concept using examples in both Python and MATLAB(R), which are available on GitHub and can be run from there in Binder in a web browser.
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