Training
We have compiled a list of valuable resources to learn about generative AI, covering various aspects from foundational concepts to practical applications:
Training Resources
- Analytics Vidhya's List of Generative AI Resources
A curated list of resources including video tutorials, blog posts, and hands-on courses on various generative AI topics.
- Analytics Vidhya's Roadmap to Generative AI
Provides detailed steps for mastering generative AI, focusing on popular models like Transformers and GPT, and includes advanced techniques like fine-tuning and deployment.
- Awesome Generative AI Guide on GitHub
A repository with updates on generative AI research, interview resources, and practical notebooks for hands-on learning.
- DataCamp's AI Learning Guide
Offers a structured path for learning AI, with interactive courses ranging from beginner to advanced levels, and emphasizes hands-on projects.
- Generative AI for Everyone
Taught by Andrew Ng, the cofounder of Google Brain and an adjunct professor at Stanford University, the course explains what generative AI is and how it works, describes common use cases, and details what the technology can and cannot do.
- HatchWorks' Guide to Generative AI
Explores the latest techniques, tools, and trends in generative AI, with applications in creative fields like marketing and design.
- Hugging Face's Courses on Diffusion Models
Includes materials on basic and stable diffusion models, fine-tuning, and practical applications in image generation.
- Reading List from Intro to Large Language Models Video
Details the resources, papers, and concepts mentioned in Karpathy’s hour-long session "The Busy Person's Intro to Large Language Models."
- TechRepublic's Best AI Courses
Reviews various AI courses, including those offered by Google Cloud and IBM via Coursera, highlighting their content, pros, and cons.
- UChicago Library Generative AI Guide
This guide provides information about Generative AI tools and their use in and outside of the classroom including, the pitfalls and possibilities of AI, using Generative AI, AI in the classroom, how to cite AI, and Generative AI tools.
- UChicago Library Generative AI in Legal Research Education and Practice Guide
This research guide provides a brief introduction to generative AI platforms that highlights resources and discusses their usefulness in legal research, education, and practice, as well as the challenges and drawbacks to their use.
- Udacity Generative AI Training Course
Offers a detailed program with expert instructors, focusing on both theoretical knowledge and practical skills in generative AI.
- What Is ChatGPT Doing and Why Does It Work?
Steven Wolfram, Creator of Mathematica, Wolfram Alpha and Wolfram Language, provides an outline of what’s going on inside ChatGPT and explores why it can produce meaningful text.
- William Brown's Generative AI Handbook
A comprehensive guide to understanding the key concepts and tools in generative AI, including essential mathematical foundations and programming resources.