AI 相关的学习资料

[XiangloongChen]

1. 学习方法

   • 费曼学习法
   • 《软技能：代码之外的生产指南》中的 “十步学习法”

2. 学习路线

   • 通往 AGI 之路

3. 高质量资料

4. 其他

   • A brief history of Artificial Intelligence(人工智能发展史时间线)

5. TODO

   • Andrew Ng Machine Learning Career Advice
   • Andrew Ng: Advice on Getting Started in Deep Learning | AI Podcast Clips
   • ChatGPT Prompt Engineering Course
   • Stanford CS230: Deep Learning | Autumn 2018 | Lecture 8 - Career Advice / Reading Research Papers
   • ChatGPT Prompt Engineering for Developers: A short course from OpenAI and DeepLearning.AI
   • Building Systems with the ChatGPT API: A short course from OpenAI and DeepLearning.AI
   • Prompt Engineering Tutorial – Master ChatGPT and LLM Responses
   • Harvard CS50’s Artificial Intelligence with Python – Full University Course
   • Why and how to start a Machine Learning career | Andrew Ng
   • Stanford CS229: Machine Learning Full Course taught by Andrew Ng | Autumn 2018
   • Andrew Ng: Opportunities in AI - 2023
   • "Godfather of AI" Geoffrey Hinton: The 60 Minutes Interview
   • Andrew Ng: Deep Learning, Education, and Real-World AI | Lex Fridman Podcast #73
   • What's next for AI agentic workflows ft. Andrew Ng of AI Fund
   • Advice for machine learning beginners | Andrej Karpathy and Lex Fridman
   • Advice for graduate students in AI | Andrej Karpathy and Lex Fridman
   • Andrej Karpathy: Tesla AI, Self-Driving, Optimus, Aliens, and AGI | Lex Fridman Podcast #333
   • AI vs Machine Learning
   • What's the Difference Between AI, Machine Learning, and Deep Learning?
   • Machine Learning vs Deep Learning
   • AI vs ML vs DL vs Data Science - Difference Explained | Simplilearn

在 YouTube 中搜索“How I’d Learn ML in 2024 (if I could start over)”

• How I’d Learn ML in 2024 (if I could start over)
• How I’d learn ML in 2024 (if I could start over)
• How I'd Learn AI in 2024 (if I could start over)
• How I would learn Machine Learning (if I could start over)
• How I'd Learn AI in 2024 (If I Could Start Over) | Machine Learning Roadmap
• How To Self Study AI FAST
• How I'd Learn AI (If I Had to Start Over)
• AI/ML Engineer path - The Harsh Truth
• Prompt Engineering Tutorial – Master ChatGPT and LLM Responses
• Machine Learning for Everybody – Full Course
• Deep Learning Basics: Introduction and Overview
• Google’s AI Course for Beginners (in 10 minutes)!

[XiangloongChen]

AI 产品

• Noisee AI: Turn your favorite melodies into music videos. Supports Suno, Youtube, Soundcloud url and mp3 files
• Suno: Suno is building a future where anyone can make great music.
• Whisper: Whisper is an automatic speech recognition (ASR) system trained on 680,000 hours of multilingual and multitask supervised data collected ...

TODO

• 23 AI Tools You Won't Believe are Free

[XiangloongChen]

开源项目

• whisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)