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Author: Gracedtc

_books/20250908-machine-learning-algorithms-in-depth.md

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+---
+authors:
+- vadimsmolyakov
+cover: images/books/20250908-machine-learning-algorithms-in-depth/cover.jpg
+description: Book of the Week. Machine Learning Algorithms in Depth by Vadim Smolyakov
+end: 2025-09-12 23:59:59
+image: images/books/20250908-machine-learning-algorithms-in-depth/preview.jpg
+links:
+- link: https://www.manning.com/books/machine-learning-algorithms-in-depth
+  text: Book's page
+- link: https://www.amazon.com/Machine-Learning-Algorithms-Depth-Smolyakov/dp/1633439216
+  text: Buy on Amazon
+- link: https://github.com/vsmolyakov/ml_algo_in_depth
+  text: GitHub repository
+start: 2025-09-08 00:00:00
+title: Machine Learning Algorithms in Depth
+---
+
+Machine Learning Algorithms in Depth dissects and explains dozens of algorithms across a variety of applications, including finance, computer vision, and NLP. Each algorithm is mathematically derived, followed by its hands-on Python implementation along with insightful code annotations and informative graphics. You’ll especially appreciate author Vadim Smolyakov’s clear interpretations of Bayesian algorithms for Monte Carlo and Markov models.

_people/vadimsmolyakov.md

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+---
+short: vadimsmolyakov
+title: "Vadim Smolyakov"
+picture: "images/authors/vadimsmolyakov.jpg"
+github: vsmolyakov
+twitter: vsmolyakov
+linkedin: vsmolyakov
+
+---
+
+Vadim Smolyakov is a Machine Learning Engineer working on Copilot AI in the Business and Industry Copilot (BIC) team at Microsoft. He is a former PhD student in AI at MIT CSAIL with research interests in Bayesian inference and deep learning. Prior to joining Microsoft, Vadim developed machine learning solutions in e-commerce space. In his current role, he is interested in developing Gen AI products at scale and leading diverse teams.

images/authors/vadimsmolyakov.jpg

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