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  • Tag: machine learning

Books — machine learning

EN
Data Science For Dummies, 3rd Edition

Data Science For Dummies, 3rd Edition

A

Lillian Pierson

AI and ML
RU
Shalev-Shwartz S., Ben-David S. - Understanding Machine Learning: From Theory to Algorithms - 2019

Shalev-Shwartz S., Ben-David S. - Understanding Machine Learning: From Theory to Algorithms - 2019

A

Ш. Шалев-Шварц, Ш. Бен-Давид

AI and ML
RU
Autobiography of a Neural Network

Autobiography of a Neural Network

C

Нейросеть (сост. М.Р. Брослав, О.А. Яблоков)

AI and ML
RU
Python for Data Analysis. Data Processing, Visualization, and Modeling with Python

Python for Data Analysis. Data Processing, Visualization, and Modeling with Python

B

Уэс Маккинни

AI and ML
EN
Coding with AI For Dummies

Coding with AI For Dummies

A

Chris Minnick

AI and ML
EN
Coding All-in-One For Dummies, 2nd Edition

Coding All-in-One For Dummies, 2nd Edition

A

Chris Minnick, Nikhil Abraham, Barry Burd, Eva Holland, Luca Massaron, John Paul Mueller

AI and ML
EN
AI-Powered Search

AI-Powered Search

A

Trey Grainger, Doug Turnbull, Max Irwin

AI and ML
EN
Basic Math for AI: A Beginner’s Quickstart Guide to the Mathematical Foundations of Artificial Intelligence

Basic Math for AI: A Beginner’s Quickstart Guide to the Mathematical Foundations of Artificial Intelligence

A

Andrew Hinton

Algorithms and theory
RU
Machine Learning Based on Mathematical Programming Tasks

Machine Learning Based on Mathematical Programming Tasks

A

П.Ф. Чернавин, Д.Н. Гайнанов, В.Н. Панкращенко, Ф.П. Чернавин, Н.П. Чернавин

AI and ML
RU
Deep Learning with Python. Keras and TensorFlow Libraries

Deep Learning with Python. Keras and TensorFlow Libraries

A

Франсуа Шолле

AI and ML
RU
Jeyaraman B.P. - Large Language Models Ops for Finance - 2025

Jeyaraman B.P. - Large Language Models Ops for Finance - 2025

A

B. P. Jeyaraman

AI and ML
RU
Tomak Kerem - Learning AutoML - 2026

Tomak Kerem - Learning AutoML - 2026

A

Kerem Tomak

AI and ML
RU
Nagasubramanian Dhivya - Agentic AI for Engineers - 2026

Nagasubramanian Dhivya - Agentic AI for Engineers - 2026

A

Dhivya Nagasubramanian

AI and ML
RU
Smolyakov V. - Machine Learning Algorithms (Programmer's Library) - 2026

Smolyakov V. - Machine Learning Algorithms (Programmer's Library) - 2026

A

В. Смоляков

AI and ML
RU
Dolganov A. Yu., Ronkin M. V., Sozykin A. V. - Basic Machine Learning Algorithms in Python - 2023

Dolganov A. Yu., Ronkin M. V., Sozykin A. V. - Basic Machine Learning Algorithms in Python - 2023

A

А. Ю. Долганов, М. В. Ронкин, А. В. Созыкин

AI and ML
RU
Lin B. - Privacy and Security for Large Language Models - 2026

Lin B. - Privacy and Security for Large Language Models - 2026

A

B. Lin

AI and ML
RU
Anirad, K. et al. - Artificial Intelligence and Computer Vision. Real Projects with Python, Keras, and TensorFlow (O’Reilly Bestsellers) - 2023

Anirad, K. et al. - Artificial Intelligence and Computer Vision. Real Projects with Python, Keras, and TensorFlow (O’Reilly Bestsellers) - 2023

A

К. Анирад

AI and ML
RU
Silaparasetty N. - Machine Learning Concepts with Python and the Jupyter Notebook Environment - 2020

Silaparasetty N. - Machine Learning Concepts with Python and the Jupyter Notebook Environment - 2020

A

Nikita Silaparasetty

AI and ML
RU
Pierson Lillian - Data Science Essentials (For Dummies) - 2025

Pierson Lillian - Data Science Essentials (For Dummies) - 2025

A

Lillian Pierson

AI and ML
RU
Mueller J. P., Massaron L. - Machine Learning For Dummies, 2nd Edition - 2021

Mueller J. P., Massaron L. - Machine Learning For Dummies, 2nd Edition - 2021

A

John Paul Mueller, Luca Massaron

AI and ML
RU
Cronin I. - Building and Training Generative AI Models - 2026

Cronin I. - Building and Training Generative AI Models - 2026

A

I. Cronin

AI and ML
RU
Laster B. - GitHub Copilot - 2026

Laster B. - GitHub Copilot - 2026

A

Б. Ластер

AI and ML
RU
Mueller J. P., Massaron L. - Python for Data Science For Dummies, 2nd Edition - 2019

Mueller J. P., Massaron L. - Python for Data Science For Dummies, 2nd Edition - 2019

A

J. P. Mueller, L. Massaron

AI and ML
RU
Mueller J. P., Massaron L. - Data Science Programming All-in-One For Dummies - 2020

Mueller J. P., Massaron L. - Data Science Programming All-in-One For Dummies - 2020

A

J. P. Mueller, L. Massaron

AI and ML
RU
Artificial Intelligence: A Modern Approach. Fourth Edition. Volume 2. Knowledge and Reasoning Under Uncertainty

Artificial Intelligence: A Modern Approach. Fourth Edition. Volume 2. Knowledge and Reasoning Under Uncertainty

A

Стюарт Рассел, Питер Норвиг

Algorithms and theory
RU
Artificial Intelligence: A Modern Approach. Fourth Edition. Volume 3. Learning, Perception, and Action

Artificial Intelligence: A Modern Approach. Fourth Edition. Volume 3. Learning, Perception, and Action

A

Стюарт Рассел, Питер Норвиг

Algorithms and theory
EN
Hands-On APIs for AI and Data Science

Hands-On APIs for AI and Data Science

A

Ryan Day

AI and ML
RU
Python for Data Analysis. Data Processing, Statistical Modeling, and Machine Learning

Python for Data Analysis. Data Processing, Statistical Modeling, and Machine Learning

B

Уэс Маккинни

AI and ML
RU
Deep Learning for Computer Vision Systems

Deep Learning for Computer Vision Systems

A

М. В. Ронкин, А. Ю. Долганов

AI and ML
RU
Deep Learning Without Mathematics. Volume 1. Fundamentals

Deep Learning Without Mathematics. Volume 1. Fundamentals

A

Эндрю Гласснер

AI and ML
RU
Deep Learning Without Mathematics. Volume 2. Practice

Deep Learning Without Mathematics. Volume 2. Practice

A

Эндрю Гласснер

AI and ML
RU
Deep Learning from a Practitioner's Perspective

Deep Learning from a Practitioner's Perspective

A

Джош Паттерсон, Адам Гибсон

AI and ML
EN
Machine Learning Q and AI: 30 Essential Questions and Answers on Machine Learning and AI

Machine Learning Q and AI: 30 Essential Questions and Answers on Machine Learning and AI

A

Sebastian Raschka

AI and ML
RU
Machine Learning. System Design from Idea to Implementation

Machine Learning. System Design from Idea to Implementation

A

Валерий Бабушкин, Арсений Кравченко

AI and ML
EN
Learning AutoML: Automating ML Pipelines with AutoGluon, Leading Frameworks, and Real-World Integration

Learning AutoML: Automating ML Pipelines with AutoGluon, Leading Frameworks, and Real-World Integration

A

Kerem Tomak

AI and ML
RU
Mathematics and Architecture of Deep Learning

Mathematics and Architecture of Deep Learning

A

Кришнанду Чаудхури, Ананья Хоннедевастхана Ашок, Суджай Наруманчи, Девашиш Шанкар

Algorithms and theory
RU
Heidt M. - Learning pandas - 2018

Heidt M. - Learning pandas - 2018

F

М. Хейдт

AI and ML
RU
Machine Learning. The science and art of building algorithms that extract knowledge from data.

Machine Learning. The science and art of building algorithms that extract knowledge from data.

A

Петер Флах (Peter Flach)

AI and ML
RU
Cryptocurrency. Fundamental Analysis with Python

Cryptocurrency. Fundamental Analysis with Python

A

Ярослав Суков

Software Development
RU
Practical Data Processing: Python and Pandas for Professionals

Practical Data Processing: Python and Pandas for Professionals

A

Игорь Свинаренко

AI and ML
RU
PyTorch. Illuminating Deep Learning

PyTorch. Illuminating Deep Learning

A

Эли Стивенс, Лука Антига, Томас Виман

AI and ML
RU
Machine Learning with PyTorch and Scikit-Learn

Machine Learning with PyTorch and Scikit-Learn

A

Себастьян Рашка, Юси (Хэйден) Лю, Вахид Мирджалили

AI and ML
RU
Building an LLM from Scratch

Building an LLM from Scratch

A

Себастьян Рашка

AI and ML
RU
Artificial Intelligence: A Modern Approach. Second Edition

Artificial Intelligence: A Modern Approach. Second Edition

A

Стюарт Рассел, Питер Норвиг

AI and ML
RU
Applied Machine Learning and Artificial Intelligence for Engineers

Applied Machine Learning and Artificial Intelligence for Engineers

A

Джефф Просиз

AI and ML
RU
Evolutionary Neural Networks in Python

Evolutionary Neural Networks in Python

A

Ярослав Омельяненко

AI and ML
RU
Conformal Prediction in Python

Conformal Prediction in Python

A

Валерий Манохин

AI and ML
RU
Learning Data Science. Data Processing, Exploration, Visualization, and Modeling with Python

Learning Data Science. Data Processing, Exploration, Visualization, and Modeling with Python

A

Сэм Лау, Джозеф Гонсалес, Дебора Нолан

Algorithms and theory
RU
Graph Neural Networks in Python

Graph Neural Networks in Python

A

Максим Лабонн, Артем Груздев

AI and ML
RU
Python Libraries Part 2. Practical Application

Python Libraries Part 2. Practical Application

B

Джейд Картер

AI and ML
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