Repository Index

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Anthropic's Interactive Prompt Engineering Tutorial

This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security, vulnerability research, exploit development, reverse engineering, and more. 🔥 Also check: https://hackertraining.org

• hacking
• penetration-testing
• hacking-series
• cybersecurity

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

• bayesian-methods
• pymc
• mathematical-analysis
• jupyter-notebook

💿 Free software that works great, and also happens to be open-source Python.

• python
• application
• video
• audio

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

Companion webpage to the book "Mathematics For Machine Learning"

Your new Mentor for Data Science E-Learning.

• tensorflow
• machine-learning
• machine-vision
• datascience

《Python Cookbook》 3rd Edition Translation

• python
• python3
• python3-cookbook
• readthedocs

Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags. Updated as of May, 2022.

• google-interview
• interview
• leetcode
• amazon-interview

Public facing notes page

From the basics to slightly more interesting applications of Tensorflow

Introduction to Statistics using Python

Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.

Urban Informatics and Visualization (UC Berkeley CP255)

Quantitative Economics

Cyber Defence Monitoring Course Suite :: Suricata, Arkime (and others in the past)

• moloch
• suricata
• monitoring
• nsm

Exercises for the lecture "Selected Topics in Audio Signal Processing"

open source E-book on statistical physics

• statistical-physics
• statistical-mechanics