Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
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This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
- csharp
- java
- javascript
- mcp
📺 Discover the latest machine learning / AI courses on YouTube.
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
- machine-learning
- machine-intelligence
- artificial-intelligence
- reinforcement-learning
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
Modern C++ Programming Course (C++03/11/14/17/20/23/26)
- cpp
- cpp11
- cpp17
- cpp14
Rust By Practice will evolve into Origin.
- rust
- practice
- example
- exercise
100 numpy exercises (with solutions)
Source code for Hacker101.com - a free online web and mobile security class.
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Server-side Swift: a map to Perfect's Swift 6 packages: HTTP server, databases, sessions, sign-in, email, FileMaker and more. PerfectLib is on the legacy branch.
- swift
- server-side-swift
- web-application-framework
- swift-framework
Practice your pandas skills!
- pandas
- jupyter-notebooks
- pandas-tutorial
- python-pandas
The OWASP Mobile Application Security Testing Guide (MASTG) is a comprehensive manual for mobile app security testing and reverse engineering. It describes technical processes for verifying the OWASP Mobile Security Weakness Enumeration (MASWE) weaknesses, which are in alignment with the OWASP MASVS.
Translated50 Lessons on Python Language Basics
Collection of sample apps showcasing popular use cases using Cloud Functions for Firebase
- faas
- faas-platform
- firebase
A collection of Linux Sysadmin Test Questions and Answers. Test your knowledge and skills in different fields with these Q/A.
- interview
- interview-questions
- exam
- answers
A curated list of awesome search engines useful during Penetration testing, Vulnerability assessments, Red/Blue Team operations, Bug Bounty and more
A list of learning materials to understand databases internals
This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.
open source training courses about distributed database and distributed systems
- distributed-systems
- rust
- golang
- talent-plan
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
- data-science
- machine-learning-production
- mlops
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
- deep-learning
- mit
- self-driving-cars
- deep-reinforcement-learning