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Generative AI,
Prompt Engineering

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.

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Generative AI,
Machine Learning

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.

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Prompt Engineering

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.

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Generative AI,
Vector

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

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Generative AI,
Prompt Engineering,
ChatGPT,
Product Development

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.

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Generative AI

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.

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Generative AI,
Career Essentials

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

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Generative AI,
Career Essentials

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

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Generative AI,
Product Development,
Machine Learning

Mozilla AI Manual

Specially designed for developers, open source high-quality AI introductory textbook

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Generative AI

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.

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Generative AI

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.

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Generative AI

Microsoft: Artificial Intelligence for Beginners

Introductory AI course launched by Microsoft

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Machine Learning

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

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Data Science

Microsoft: Data Science for Beginners

AI and data science are inseparable. This series of courses will help you get started with data science

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Generative AI

Google: Introduction to Generative AI

An introductory course that you can learn without any technical background

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Generative AI,
Product Development

Google: Generative AI for Developers

AI advanced course for developers

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Generative AI,
Career Essentials

Career Essentials in Generative AI by Microsoft and LinkedIn

Generative AI course and certificate jointly launched by LinkedIn and Microsoft

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Prompt Engineering

DeepLearning: ChatGPT Prompt Engineering for Developers

If you want to learn basic prompt engineering, this course is a good introduction

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ChatGPT,
Generative AI,
Product Development

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

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LangChain,
Generative AI,
Product Development

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.

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Generative AI

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