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14+ free courses and resources to learn Generative AI

The Generative AI Market will hit $118B by 2032. Here's a quick collection of resources to get started.

By Moustafa Abdelnaby @mustafarrag

1. Generative AI learning path by Google

10 courses on generative AI products and technologies, from the fundamentals of Large Language Models to how to create and deploy generative AI solutions

Google Cloud Skills Boost
Qwiklabs provides real Google Cloud environments that help developers and IT professionals learn cloud platforms and software, such as Firebase, Kubernetes and more.

2. Generative AI short courses by DeepLearning.AI

5 short courses to learn ChatGPT API, LangChain for LLM Application, and Diffusion Models.

Short Courses
Take your generative AI skills to the next level with short courses from DeepLearning.AI. Enroll today to learn directly from industry leaders, and practice generative AI concepts via hands-on exercises. Available free for a limited time.

3. LLM Bootcamp

A series of free lectures by The full Stack on building and deploying LLM apps

The Full Stack - LLM Bootcamp - Spring 2023
Learn best practices and tools for building LLM-powered apps

4. Building AI Products with OpenAI

A free course by CoRise in collaboration with OpenAI

CoRise - Building AI Products with OpenAI
In this course you will learn to use the OpenAI API and ChatGPT to build a prototype for an AI product. You’ll begin with problem definition, iterate on a prototype, and in just one week deploy a usable service with the help of LLMs. In the process you’ll gain understanding of the underlying advance…

5. LangChain & Vector Databases in Production

Free Course by Activeloop on LangChain & Vector Databases in Production

Free Course on LangChain & Vector Databases in Production
Master LangChain and Vector Databases with 55+ lessons and 10+ practical projects. Join 10K+ Engineers in Building LLM-enabled apps from scratch.

6. Pinecone learning center

Learn how to build an AI application in Typescript + get lots of free guides and complete handbooks on LangChain and vector embeddings by Pinecone

Learn | Pinecone
Search through billions of items for similar matches to any object, in milliseconds. It’s the next generation of search, an API call away.

7. Build AI Apps with ChatGPT, Dall-E and GPT-4

Free course on Scrimba to learn best practices in building apps on top of OpenAI API

Build AI Apps with the ChatGPT, Dall-E and GPT-4 APIs - Tutorial
Stay ahead of the web dev game by harnessing the power of AI. Build a movie pitch generator, a GPT-4 chatbot, and a fine-tuned bot trained on your own dataset.

8. OpenAI Guide on GPT Best Practices

A guide by OpenAI that shares strategies and tactics for getting better results from GPTs

OpenAI Platform
Explore developer resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI’s platform.

9. OpenAI cookbook by OpenAI

Examples and guides for using the OpenAI API (github repo)

GitHub - openai/openai-cookbook: Examples and guides for using the OpenAI API
Examples and guides for using the OpenAI API. Contribute to openai/openai-cookbook development by creating an account on GitHub.

10. Prompt injection explained

Video, slides, and a transcript from a webinar organized by LangChain

Prompt injection explained, with video, slides, and a transcript
I participated in a webinar this morning about prompt injection, organized by LangChain and hosted by Harrison Chase, with Willem Pienaar, Kojin Oshiba (Robust Intelligence), and Jonathan Cohen and Christopher …

11. Prompt Engineering Guide

A detailed guide to Prompt Engineering by DAIR.AI

Prompt Engineering Guide – Nextra
A Comprehensive Overview of Prompt Engineering

12. What Are Transformer Models

 A tutorial by Cohere AI on Transformer Models and how they work

What Are Transformer Models and How Do They Work?
TL;DR: Transformers are a new development in machine learning that have been making a lot of noise lately. They are incredibly good at keeping track of context, and this is why the text that they write makes sense. In this blog post, we will go over their architecture and

13. Learn Prompting

An open source course on prompt engineering

Welcome | Learn Prompting: Your Guide to Communicating with AI
Welcome to our introductory course on prompt engineering!

14. AI Tutorials by the The Intelligo

ChatGPT & AI guides sent twice a week by The Intelligo.

Have extra resources to recommend? Add them in the comments below.