Books & Guides

Programming books and comprehensive guides

Showing 101-120 of 555 projects

ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide

A detailed guide for undergraduate students or anyone wanting to dive into the field of AI with a solid foundation.

7.6K
Archived
Learning & Education
Books & Guides
#ai#machine-learning#deep-learning

MingchaoZhu/DeepLearning

This Python repository provides a deep dive into the math, principles, and code behind the 'Deep Learning' book, a.k.a. the 'Deep Learning Bible'.

7.6K
Archived
Python
LLM Frameworks
Books & Guides
Python
#deep-learning#machine-learning#python

nayafia/lemonade-stand

A guide to financial support for open source projects, useful for vibe coders building with AI tools.

7.5K
Stable
Resource Collections
Books & Guides
#open-source#funding#community

kevin-wayne/algs4

Algorithms, 4th edition textbook code and libraries for Java developers

7.5K
Active
Java
Books & Guides
CLI Tools
Java
#algorithms#textbook#java

Visualize-ML/Book3_Elements-of-Mathematics

This GitHub repository is a book on the fundamentals of mathematics, covering topics from basic arithmetic to machine learning, written for developers interested in AI tools and applications.

7.4K
Stable
Jupyter Notebook
LLM Frameworks
Books & Guides
Jupyter Notebook
#machine-learning#mathematics#data-science

linsa-io/books

A curated list of awesome books and learning resources for developers and lifelong learners.

7.2K
Active
Books & Guides
Awesome Lists
#books#learning#free-resources

piglei/one-python-craftsman

A collection of programming experience and best practices shared by a seasoned Pythonista.

7.2K
Archived
Books & Guides
Backend Frameworks
Python
#python#programming-best-practices#coding-techniques

rasbt/python-machine-learning-book-2nd-edition

A comprehensive code repository for the popular 'Python Machine Learning (2nd edition)' book, covering data science, machine learning, and deep learning topics.

7.2K
Archived
Jupyter Notebook
Machine Learning
Databases
Python
#machine-learning#data-science#deep-learning

P1xt/p1xt-guides

A collection of programming curricula and guides for developers to learn new skills and improve their craft.

7.2K
Active
Tutorials & Courses
Coding Challenges
#programming#self-improvement#educational-resources

h2pl/JavaTutorial

A comprehensive Java developer learning guide covering core Java concepts and programming best practices.

7.1K
Experimental
Java
Tutorials & Courses
Cheatsheets
#java#tutorials#interview-preparation

yeasy/blockchain_guide

This is a guide on blockchain-related technologies, including Bitcoin, Ethereum, and Hyperledger.

7.1K
Active
Go
Smart Contracts
Crypto Tools
#bitcoin#ethereum#hyperledger

probml/pyprobml

Python code for a book on probabilistic machine learning, with support for various ML frameworks.

7.0K
Stable
Jupyter Notebook
ML Ops
Books & Guides
PyTorch
#machine-learning#probabilistic-programming#jupyter-notebooks

sorenduan/awesome-java-books

This is a collection of popular Java development books covering topics like frameworks, architecture, and algorithms.

7.0K
Archived
Books & Guides
#java#books#programming

taobao/nginx-book

This repository contains a comprehensive guide to developing with the Nginx web server, covering topics from beginner to expert level.

7.0K
Archived
Python
Backend Frameworks
Documentation
#nginx#web-server#devops

ept/ddia-references

This is a collection of literature references for the book 'Designing Data-Intensive Applications'.

6.9K
Stable
Books & Guides
#data-engineering#data-intensive-applications#database-design

doocs/technical-books

A curated list of technical books written by influential internet experts in China and abroad.

6.9K
Active
JavaScript
Books & Guides
#technical-books#reading-list#computer-science

kska32/ebooks

A collection of over 100,000 classic ebooks across various domains, including history, politics, psychology, philosophy, math, and computer science.

6.8K
Archived
JavaScript
Books & Guides
Backend Frameworks
JavaScript
#ebooks#classic-books#educational-resources

paragonie/awesome-appsec

A curated list of resources for learning about application security, including security experts, OWASP, and more.

6.8K
Experimental
PHP
Security Research
Books & Guides
#application-security#security#owasp

xiaobaiTech/golangFamily

A comprehensive Go learning resource covering interview questions, guides, knowledge graphs, and more for Go developers.

6.8K
Archived
Go
Tutorials & Courses
Cheatsheets
#go#golang#interview-questions

Visualize-ML/Book1_Python-For-Beginners

This is a book on Python for beginners, covering topics from basic programming to machine learning.

6.8K
Stable
Jupyter Notebook
Books & Guides
Machine Learning
#python#beginner#machine-learning
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