AI
Anthropic courses
Anthropic Courses provides four courses covering the basics of Claude SDK, prompt word engineering, Google Vertex version and tool usage to help learn how to apply prompt word technology in practice.
Highly Recommended Introductory GPT Technology Learning Material: 3Blue1Brown Math Channel
3Blue1Brown is a channel known for visually explaining math topics. It is so well-presented that despite covering subjects like probability, calculus, and linear algebra, which many people may find off-putting, 3Blue1Brown has amassed over six million subscribers.
More Useful Things: AI Resources: AI command library (prompt library) organized by Wharton School professor
Every detail has been taken into consideration, allowing you to get high-quality AI responses. It is applicable to ChatGPT, Gemini or all kinds of AI. It is super convenient to copy and use directly.
Vector Databases Explained
Vector database is a database used in building most AI applications. If you still don’t know what a vector database is? I recommend this article by Vercel
OpenAI Cookbook: OpenAI API learning resources
There are more than a hundred articles on building AI applications. If you want to learn how to build AI applications, OpenAI's Cookbook is your first choice.
AI + a16z: Venture Capital’s Core Views on AI
a16z has a wide range of investments and research in the field of AI. This page contains all their articles and lectures in the field of AI, which is well worth reading.
DeepLearning: AI for Everyone
From an introduction to what AI is, to setting up an AI work project, to how to use AI technology in the company, this is a course suitable for anyone who wants to understand how AI is used within the company's organization
DeepLearning: Generative AI for Everyone
A generative AI course for everyone to learn how generative AI works and how to use it in your life and work
Mozilla AI Manual
Specially designed for developers, open source high-quality AI introductory textbook
Financial Times: Generative AI exists because of the transformer
This visual explanation of Transformer produced by the Financial Times is the most beautiful and understandable explanation I have seen so far. I highly recommend everyone to read it.
Singapore: AI Singapore
We have planned a very complete AI talent training plan, ranging from AI literacy courses for primary school students to AI skills training for working people.
Microsoft: Artificial Intelligence for Beginners
Introductory AI course launched by Microsoft
Microsoft: Machine Learning for Beginners
In the field of AI, machine learning is one of the important branches. This series of courses helps beginner learners understand machine learning
Microsoft: Data Science for Beginners
AI and data science are inseparable. This series of courses will help you get started with data science
Google: Introduction to Generative AI
An introductory course that you can learn without any technical background
Google: Generative AI for Developers
AI advanced course for developers
Career Essentials in Generative AI by Microsoft and LinkedIn
Generative AI course and certificate jointly launched by LinkedIn and Microsoft
DeepLearning: ChatGPT Prompt Engineering for Developers
If you want to learn basic prompt engineering, this course is a good introduction
DeepLearning: Building Systems with the ChatGPT API
If you want to learn to use ChatGPT API to build applications and systems, you can start from this course
DeepLearning: LangChain for LLM Application Development
Those who use ChatGPT and other generative AI to make innovative applications will basically use tools like LangChain. Now even first-tier software companies such as Apple have begun to mention these skills in their job vacancies. This course is taught by LangChain The inventor teaches you how to get started with LangChain.
DeepLearning: How Diffusion Models Work
How does the Diffusion model behind Midjourney, DALL·E 2 and Stable Diffusion work? This course will take you through