Topic: Programming

Deep Learning for Coders with fastai and PyTorch

Deep Learning for Coders with fastai and PyTorch

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results...
0 like counts
350 pages
2020-07-31 Published
Reinforcement Learning, 2nd Edition

Reinforcement Learning, 2nd Edition

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the...
0 like counts
548 pages
2018-11-23 Published
Foundations of Machine Learning, 2nd Edition

Foundations of Machine Learning, 2nd Edition

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve...
0 like counts
504 pages
2019-04-02 Published
Mathematical Analysis of Machine Learning Algorithms

Mathematical Analysis of Machine Learning Algorithms

The mathematical theory of machine learning not only explains the current algorithms but can also motivate principled approaches for the future. This self-contained textbook introduces students and researchers of AI...
1 like counts
479 pages
2023-08-10 Published
Applied Python Programming

Applied Python Programming

"System focused programming" might be the better term than "System Programming". System programming or systems programming means often only the activity of "programming system software", programs which are often part...
0 like counts
111 pages
2022-02-01 Published
Get Started with MicroPython on Raspberry Pi Pico, 2nd Edition

Get Started with MicroPython on Raspberry Pi Pico, 2nd Edition

Microcontrollers, like the RP2040 chip at the heart of Raspberry Pi Pico, are computers stripped back to their bare essentials. You don't use monitors or keyboards with them — instead, you...
0 like counts
204 pages
2024-06-25 Published
Introduction to Python Programming

Introduction to Python Programming

Introduction to Python Programming provides a comprehensive foundation in programming concepts and skills, and it is aligned to the scope of most introductory courses. A wide array of scenarios, contexts, and...
1 like counts
414 pages
2024-03-13 Published
Social Networks with Rich Edge Semantics

Social Networks with Rich Edge Semantics

Social Networks with Rich Edge Semantics introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types...
0 like counts
230 pages
2020-06-30 Published
Minimalist Data Wrangling with Python

Minimalist Data Wrangling with Python

Minimalist Data Wrangling with Python is envisaged as a student's first introduction to data science, providing a high-level overview as well as discussing key concepts in detail. We explore methods for cleaning...
0 like counts
442 pages
2022-08-24 Published
Deep R Programming

Deep R Programming

Deep R Programming is a comprehensive and in-depth introductory course on one of the most popular languages for data science. It equips ambitious students, professionals, and researchers with the knowledge and...
0 like counts
466 pages
2023-06-28 Published
Making Games With Python & Pygame

Making Games With Python & Pygame

Making Games with Python & Pygame covers the Pygame library with the source code for 11 games. Making Games was written as a sequel for the same age range as Invent...
0 like counts
347 pages
2012-01-12 Published
Scratch 3 Programming Playground

Scratch 3 Programming Playground

A project-filled introduction to coding that shows kids how to build programs by making cool games. Scratch, the colorful drag-and-drop programming language, is used by millions of first-time learners worldwide....
0 like counts
288 pages
2021-01-08 Published