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Machine learning algorithms

29.99 €
In stock
Machine learning algorithms
29.99 €
In basket
Learn the intricacies of ML algorithms to effectively solve problems and improve the performance of your models. Explore the fundamental mathematical underpinnings of the most important machine learning algorithms and their implementation in Python. Particular attention is paid to probabilistic methods.

This book analyzes and explains dozens of algorithms used in various fields, including finance, computer vision, and natural language processing. Each algorithm is first derived mathematically and then illustrated with Python code, complete with detailed explanations and informative graphs. The author's clear interpretation of Bayesian algorithms for Monte Carlo and Markov chain models is particularly valuable.
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