Further Resources
Looking to level up your prompt engineering skills? We've curated these resources to help you master the craft, from foundational concepts to advanced techniques.
These are divided into general and level-specific categories. General resources are valuable for everyone, regardless of your current expertise. Level-specific resources are tailored to match where you are in your prompt engineering journey.
We continuously update this page with the latest insights and techniques, so bookmark it and check back regularly!
General Resources
Learn from the organizations building these AI systems and the experts pushing the boundaries of what's possible with prompts.
Other Prompt Engineering Guides
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\* Democratizing Artificial Intelligence Research, Education, and Technologies, https://www.dair.ai.
Leading Experts on AI & Prompt Engineering
Dr. Lance B. Eliot
World-renowned AI expert with over 7.4+ million views on his AI columns. As a seasoned CIO/CTO and entrepreneur, he bridges practical industry experience with deep academic research.
The use of generative AI can altogether succeed or fail based on the prompt that you enter
Follow him on X: Link
Read his articles here: Link
Our top 3 articles of Dr. Lance B. Eliot to begin with:
- Must-Read Best Of Practical Prompt Engineering Strategies To Become A Skillful Prompting Wizard In Generative AI: Link
- The Best Prompt Engineering Techniques For Getting The Most Out Of Generative AI: Link
- New Chain-Of-Feedback Prompting Technique Spurs Answers And Steers Generative AI Away From AI Hallucinations: Link
Andrew Ng
Globally recognized AI leader and pioneer in machine learning education. Author of 200+ research papers and named to Time100 AI list of most influential AI persons in 2023.
We should automate things that are routine and boring, so we can spend more time doing things that are fulfilling
Homepage: Link
His courses: Link
Follow him on X: Link
Newsletter: Link
Andrej Karpathy
Renowned computer scientist and former Director of AI at Tesla, where he led the Autopilot Vision team. OpenAI co-founder specializing in deep learning and computer vision.
The hottest new programming language is English
Homepage: Link
Follow him on X: Link
YouTube Channel: Link
Level-specific Resources
Jump to resources that match your current expertise.
Beginner Level
Start with Andrej Karpathy's 1-hour LLM introduction here, the clearest explanation we've found. Prefer reading? Get the full transcript here.
Here are some quick cheat sheets for you:
Intermediate Level
Stay current with these essential AI resources:
Expert Level
Prompts for Data Scientists: Link