Books — deep learning

EN
Deep Learning: Foundations and Concepts

Deep Learning: Foundations and Concepts

A

Christopher M. Bishop, Hugh Bishop

AI and ML
EN
Machine Learning Bookcamp: Build a Portfolio of Real-Life Projects

Machine Learning Bookcamp: Build a Portfolio of Real-Life Projects

A

Alexey Grigorev

AI and ML
EN
Building Large Language Models from Scratch: Design, Train, and Deploy LLMs with PyTorch

Building Large Language Models from Scratch: Design, Train, and Deploy LLMs with PyTorch

A

Dilyan Grigorov

AI and ML
EN
Deep Learning for Life Sciences: with Python Notebooks for Examples and Exercises

Deep Learning for Life Sciences: with Python Notebooks for Examples and Exercises

A

Filippo Biscarini, Nelson Nazzicari

AI and ML
EN
Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fifth Edition

Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fifth Edition

A

Morton John Canty

Algorithms and theory
EN
Practical Neural Networks in Python and MATLAB

Practical Neural Networks in Python and MATLAB

A

Chunwei Zhang, Tianpeng Li, Ying Dai, Li Sun, Ardashir Mohammadzadeh

AI and ML
RU
Machine Learning: A Complete Guide

Machine Learning: A Complete Guide

B

Неизвестен

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
EN
Mastering Computer Vision with PyTorch 2.0: Discover, Design, and Build Cutting-Edge High Performance Computer Vision Solutions with PyTorch 2.0 and Deep Learning Techniques

Mastering Computer Vision with PyTorch 2.0: Discover, Design, and Build Cutting-Edge High Performance Computer Vision Solutions with PyTorch 2.0 and Deep Learning Techniques

A

M. Arshad Siddiqui

AI and ML
EN
Coding with AI For Dummies

Coding with AI For Dummies

A

Chris Minnick

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

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

A
AI and ML
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
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
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
Deep Learning with Python. Second Edition

Deep Learning with Python. Second Edition

B

Франсуа Шолле

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
Deep Learning in Biology and Medicine

Deep Learning in Biology and Medicine

A

Бхарат Рамсундар, Питер Истман, Патрик Уолтерс, Виджай Панде

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
Grokking Deep Reinforcement Learning

Grokking Deep Reinforcement Learning

A

Мигель Моралес

AI and ML
RU
Large Language Model-Based Recommendation Systems. Full Development Cycle: From Pre-training to Deployment of Intelligent Agents

Large Language Model-Based Recommendation Systems. Full Development Cycle: From Pre-training to Deployment of Intelligent Agents

A

Лю Лу, Чжан Юйцзюнь

AI and ML
RU
Natural Language Processing in Action. 2nd Edition

Natural Language Processing in Action. 2nd Edition

A

Хобсон Лейн, Мария Дышель

AI and ML
RU
Graph Neural Networks in Python

Graph Neural Networks in Python

A

Максим Лабонн, Артем Груздев

AI and ML
RU
Deep Learning for Dummies

Deep Learning for Dummies

A

Джон Пол Мюллер, Лука Массарон

AI and ML
RU
Deep Learning: Principles and Concepts

Deep Learning: Principles and Concepts

A

Кристофер М. Бишоп, Хью Бишоп

AI and ML
EN
Visual Object Tracking: An Evaluation Perspective

Visual Object Tracking: An Evaluation Perspective

A

Xin Zhao, Shiyu Hu, Xu-Cheng Yin

AI and ML
EN
Deep Learning Crash Course: A Hands-On, Project-Based Introduction to Artificial Intelligence

Deep Learning Crash Course: A Hands-On, Project-Based Introduction to Artificial Intelligence

A

Giovanni Volpe, Benjamin Midtvedt, Jesús Pineda, Henrik Klein Moberg, Harshith Bachimanchi, Joana B. Pereira, Carlo Manzo

AI and ML
EN
Introduction to Deep Learning Business Applications for Developers: From Conversational Bots in Customer Service to Medical Image Processing

Introduction to Deep Learning Business Applications for Developers: From Conversational Bots in Customer Service to Medical Image Processing

A

Armando Vieira, Bernardete Ribeiro

AI and ML
EN
Machine Learning Theory and Applications: Hands-on Use Cases with Python on Classical and Quantum Machines

Machine Learning Theory and Applications: Hands-on Use Cases with Python on Classical and Quantum Machines

A

Xavier Vasques

AI and ML
EN
Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems

Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems

A

Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana

AI and ML
EN
Building LLMs with PyTorch: A step-by-step guide to building advanced AI models with PyTorch

Building LLMs with PyTorch: A step-by-step guide to building advanced AI models with PyTorch

A

Anand Trivedi

AI and ML
EN
Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python

Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python

A

Pramod Singh, Avinash Manure

AI and ML
EN
Modern Computer Vision with PyTorch. Second Edition: A practical roadmap from deep learning fundamentals to advanced applications and Generative AI

Modern Computer Vision with PyTorch. Second Edition: A practical roadmap from deep learning fundamentals to advanced applications and Generative AI

A

V Kishore Ayyadevara, Yeshwanth Reddy

AI and ML
EN
TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning

TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning

A

Bharath Ramsundar, Reza Bosagh Zadeh

AI and ML
EN
3D Data Science with Python: Building Accurate Digital Environments with 3D Point Cloud Workflows

3D Data Science with Python: Building Accurate Digital Environments with 3D Point Cloud Workflows

A

Florent Poux

AI and ML
EN
Reinforcement Learning with OpenAI, TensorFlow, and Keras Using Python

Reinforcement Learning with OpenAI, TensorFlow, and Keras Using Python

B

Abhishek Nandy, Manisha Biswas

AI and ML
EN
Natural Language Processing: A Textbook with Python Implementation

Natural Language Processing: A Textbook with Python Implementation

A

Raymond S. T. Lee

AI and ML
EN
Hands-On Machine Learning with C++: Build, train, and deploy end-to-end machine learning and deep learning pipelines

Hands-On Machine Learning with C++: Build, train, and deploy end-to-end machine learning and deep learning pipelines

A

Kirill Kolodiazhnyi

AI and ML
EN
Transformers: The Definitive Guide. Applications Beyond NLP

Transformers: The Definitive Guide. Applications Beyond NLP

A

Nicole Koenigstein

AI and ML
EN
Transformers in Action

Transformers in Action

A

Nicole Koenigstein

AI and ML
EN
Computer Vision and AI-Integrated IoT Technologies in the Medical Ecosystem

Computer Vision and AI-Integrated IoT Technologies in the Medical Ecosystem

A

Alex Khang, Vugar Abdullayev, Olena Hrybiuk, Arvind K. Shukla

AI and ML
EN
Mastering Text Analytics: A Hands-on Guide to NLP Using Python

Mastering Text Analytics: A Hands-on Guide to NLP Using Python

A

Shailendra Kadre, Shailesh Kadre, Subhendu Dey

AI and ML
EN
Modern Time Series Forecasting with Python. Second Edition

Modern Time Series Forecasting with Python. Second Edition

A

Manu Joseph, Jeffrey Tackes

AI and ML
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