Repository Index

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

• reinforcement-learning
• machine-learning
• artificial-intelligence
• deep-reinforcement-learning

TranslatedHeima Programmer (黑马程序员, "Dark Horse Programmer") 120-day full-stack blockchain development open-source tutorial

• blockchain
• hyperledger
• cryptocurrency
• bitcion

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🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

• aws
• bytewax
• comet-ml
• generative-ai

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.

• agentic-ai
• langmem
• mcp
• openai-api

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

• navier-stokes-equations
• cfd
• jupyter-notebook
• python

Statistical Rethinking course winter 2022

Homepage for STAT 157 at UC Berkeley

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

• deep-reinforcement-learning
• qlearning
• deep-learning
• tensorflow-tutorials

The fast.ai course notebooks

• deep-learning
• fastai
• jupyter-notebooks
• machine-learning

All notes and materials for the CS229: Machine Learning course by Stanford University

• machine-learning
• stanford-university
• neural-networks
• cs229

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

• inference
• inference-engine
• deep-learning
• deep-neural-networks

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

A complete course for learning Bitcoin programming and usage from the command

• bitcoin
• cli
• raw-transactions
• bitcoin-setup

Basic Sources for MIT 6.824 Distributed Systems Class

Learn how to automate faceless short-form + long-form video content and dominate YouTube, TikTok, Facebook & Instagram on autopilot — from idea → script → video → scheduled posts.

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

• deep-learning
• tutorials
• uvadlc
• pytorch

A no-fluff and highly practical masterclass that reignites engineering curiosity and helps SDE-2, SDE-3, and above become great at designing, implementing, and shipping scalable, fault-tolerant, and highly available systems at the workplace.

• system-design-project
• system-design
• system-design-interview
• system-design-questions

Devops Tutorial for Beginners - Learn Docker, Kubernetes, Terraform, Ansible, Jenkins and Azure Devops

• azure-devops
• learn-devops
• kubernetes
• devops-course

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Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

• pytorch
• nlp
• deep-nlp-models
• stanford-univ

Learn to code securely while having fun through our popular open source in-editor experience, designed for developers, students, and anyone curious about security. Get started for free in under 2 minutes, playing right from your browser.

• code-security
• ai
• ai-security
• coding-training

OS Lectures 2022 Spring in Dept. CS, Tsinghua Univ.

Course 18.S191 at MIT, Fall 2022 - Introduction to computational thinking with Julia

• julia-language
• computational-thinking
• mit
• pluto-notebooks