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Price: 3893.00 RUB
Master Machine Learning Algorithms with Vadim Smolyakov
Dive deep into the mechanics of machine learning algorithms with this comprehensive guide by Vadim Smolyakov. Designed to boost your model's performance and solve real-world problems, the book explores the mathematical foundations of key ML algorithms and their Python implementations, with a special focus on probabilistic methods.
You'll analyze dozens of algorithms used across finance, computer vision, and natural language processing. Each algorithm is first derived mathematically, then brought to life with annotated Python code and informative graphics. A standout feature is the clear interpretation of Bayesian algorithms for Monte Carlo and Markov chain models, providing unique insights into these complex topics.
Whether you're optimizing models or tackling new challenges, this resource equips you with the theory and practical skills to excel.
Price: 3,893.00 RUB