ai-ml-dl-tutorial.md

The easiest way to think of their relationship is to visualize them as concentric circles with AI — the idea that came first — the largest, then machine learning — which blossomed later, and finally deep learning — which is driving today’s AI explosion — fitting inside both. What’s the Difference Between Artificial Intelligence, Machine Learning, and Deep Learning?

• 机器学习与人工智能, 原版地址：Machine Learning & Artificial Intelligence
• AiLearning: _{AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP}

Artificial Intelligence

Artificial Intelligence — Human Intelligence Exhibited by Machines

Machine Learning

Machine Learning — An Approach to Achieve Artificial Intelligence

• 100-Days-Of-ML-Code: _{100 Days of ML Coding}
• practicalAI: _{📚 A practical approach to machine learning. https://practicalai.me}
• Google 机器学习速成课程
• Machine Learning Guides
• machine-learning-yearning-cn: _{Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著}
• microsoft/pai: _{Resource scheduling and cluster management for AI}
• Introducing the Facebook Field Guide to Machine Learning video series
• 11 Javascript Machine Learning Libraries To Use In Your App
• Awesome Marchine Learning
• Awesome-Mobile-Machine-Learning: _{A curated list of awesome mobile machine learning resources for iOS, Android, and edge devices. https://fritz.ai}
• uber/manifold: _{A model-agnostic visual debugging tool for machine learning http://manifold.mlvis.io}
• marcotcr/lime: _{Lime: Explaining the predictions of any machine learning classifier}
• mljs/ml: _{Machine learning tools in JavaScript}

Related JS Libraries

• guess: _{Libraries & tools for enabling Machine Learning driven user-experiences on the web https://guess-js.github.io/}
• ml5-library : _{Friendly machine learning for the web! 🤖 https://ml5js.org}

Related JS Libraries

• TensorFlow.js: _{A WebGL accelerated, browser based JavaScript library for training and deploying ML models.(WebGL 加速的基于浏览器的 JavaScript 库，用于培训和部署 ML 模型 )https://js.tensorflow.org}
• face-api.js: _{JavaScript API for face detection and face recognition in the browser with tensorflow.js}

Deep Learning

Deep Learning — A Technique for Implementing Machine Learning.

• Deep-Learning-Papers-Reading-Roadmap: _{Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!}
• Deep Learning Models: _{A collection of various deep learning architectures, models, and tips}
• DeepLearning-500-questions: _{深度学习 500 问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为 15 个章节，近 20 万字。由于水平有限，书中不妥之处恳请广大读者批评指正。}
• Deep Learning Book Chinese Translation
• deep-learning-drizzle: _{Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! https://deep-learning-drizzle.github.io}
• simplified-deeplearning: _{Simplified implementations of deep learning related works(DeepLearningBook 读书笔记 )}
• fastai/fastai: _{The fastai deep learning library, plus lessons and tutorials}

Related JS Libraries

• tensorlayer: _{Deep Learning for Researchers and Engineers http://tensorlayer.readthedocs.io}

• Synaptic：_{architecture-free neural network library for node.js and the browser http://caza.la/synaptic(node.js和浏览器的无架构神经网络库).}

• Deeplearnjs：_{Hardware-accelerated deep learning and linear algebra (NumPy) library for the web.( 用于网络的硬件加速深度学习和线性代数（NumPy ）库 )}

• Neurojs：_{A javascript deep learning and reinforcement learning library.( 一个 javascript 深入学习和强化学习库 ).}

Related Practice

• Screenshot-to-code-in-Keras : _{A neural network that transforms a screenshot into a static website( 将屏幕截图转换为静态网站的神经网络 ).}

• face-recognition.js: _{Simple Node.js API for robust face detection and face recognition( 简单的 Node.js API 用于强健的人脸检测和人脸识别 ).}

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Make Bots

• leon: _{🧠 Leon is your open-source personal assistant. https://getleon.ai}
• ItChat: _{A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。 http://itchat.readthedocs.io}
• Chatie/wechaty: _{WeChat Bot SDK for Individual Account, Powered by TypeScript, Docker, and 💖}
• botpress/botpress: _{The 🤖 platform that ⚡ thousands of bots worldwide https://botpress.io}
• Yoctol/bottender: _{⚡️ Make Bots Your Way. Fast and Flexible. https://bottender.js.org}
• axa-group/nlp.js: _{⚡️ A framework for building conversational user interfaces.}