To succeed in the future, you MUST learn A.I.
Here's a list of 24 top resources to get up to speed (for free):
THE BASICS:
1. Elements of AI @ElementsOfAI
An introduction to artificial intelligence for non-experts.
If you want a beginner's guide to understanding AI and how to use it ✔️
elementsofai.com
2. AI For Everyone | Coursera
A comprehensive overview of AI and the key concepts shaping its impact.
If you want to be equipped with a broad overview and get a solid start in this field✔️
coursera.org/learn/ai-for-e…
3. Learn AI & machine learning - with Google
Free courses & low-cost certifications for AI, Machine Learning, and Neural Networks.
If you want to jumpstart a career in AI ✔️
grow.google/intl/en_my/gui…
4. What's the difference?
- AI
- Machine Learning
- Deep Learning
- Neural Networks
If you want clarity on the core concepts✔️
ibm.com/cloud/blog/ai-…
THE TERMINOLOGY:
5. 28 AI Terms You Need to Know
A list of basic terms everyone should know.
If you want to feel comfortable on AI Twitter✔️
dzone.com/articles/ai-gl…
6. Machine Learning Glossary | Google Developers
A comprehensive list of machine learning terms.
If you want to speak the language of AI✔️
developers.google.com/machine-learni…
CHAT-GPT, AUTO-GPT, PERSONAL AI:
7. A step-by-step thread on ChatGPT.
The what, why, and how of the viral chatbot.
If you want to ensure you are not left behind in the AI revolution✔️
8. What Is ChatGPT Doing … and Why Does It Work? by @stephen_wolfram
An in-depth article on the inner workings of ChatGPT.
If you want to be a master, not just a user of AI✔️
writings.stephenwolfram.com/2023/02/what-i…
9. AUTO-GPT: Autonomous GPT-4
A short video overview of Auto-GPT and how it works.
If you want to keep up with the latest mind-blowing version of GPT-4✔️
10. AUTO-GPT by @SigGravitas
An experimental open-source attempt to make GPT-4 fully autonomous.
If you want to push the boundaries of what is possible with AI ✔️
github.com/Significant-Gr…
11. Install Personal AI GPT4All On Your Own Computer by @BrianRoemmele
An in-depth explanation of how to use NomicAI's GPT4All.
If you want an easy guide to installing a Personal AI for an extreme novice✔️
readmultiplex.com/2023/04/11/how…
HOW TO PROMPT:
12. Learn Prompting @learnprompting
A comprehensive resource on prompting, from beginners to advanced.
If you want to communicate effectively with AI✔️
learnprompting.org
13. Prompt Engineering Guide by @dair_ai
Guides, papers, lectures, notebooks, and resources for prompt engineering.
If you want to become a master prompter✔️
promptingguide.ai
PROGRAMMING FOR AI:
14. Python Full Course for Beginners by Moshfegh Hamedan.
6 hours with everything you need to go from newbie to Python proficient.
If you want to master the most popular language for AI & ML✔️
15. CS50 Introduction to Artificial Intelligence with Python | Harvard
A 7-week self-paced course covering the concepts and algorithms of artificial intelligence.
If you want to know how to apply AI techniques to your work✔️
edx.org/course/cs50s-i…
MATH FOR AI:
16. Mathematics for Machine Learning & Data Science | Coursera
A beginner-friendly course covering calculus, linear algebra, statistics, and probability.
If you want to learn the math you need for ML✔️
coursera.org/share/aa3bc020…
MACHINE LEARNING:
17. Stanford CS229 - Machine Learning by @AndrewYNg
20 lectures on supervised, unsupervised & reinforcement learning, learning theory, and adaptive control.
If you want to be hirable in multiple industries✔️
see.stanford.edu/Course/CS229
18. GitHub - dair-ai/ML-YouTube-Courses by @dair_ai
A comprehensive repo with the most recent ML courses on YouTube.
If you want access to the latest and best courses in machine learning✔️
github.com/dair-ai/ML-You…
DEEP LEARNING:
19. Practical Deep Learning for Coders by @fastdotai
A free course for people with some coding experience.
If you want to learn how to apply DL & ML to practical problems✔️
course.fast.ai
20. Practical Deep Learning for Coders Part II by @fastdotai
30 hours of video covering the Stable Diffusion algorithm from scratch.
If you want to build and deploy your own deep learning model✔️
course.fast.ai/Lessons/part2.…
THE CHALLENGES OF AI:
21. How will AI change the world? - TED-Ed
AI expert Stuart Russell discusses the limitations of AI and creating human-compatible technology.
If you want to understand how AI will impact the world & change your life✔️
22. AutoGPT's massive potential and risk | @theallinpod
The latest episode of the All-In Podcast.
If you want an up-to-the-minute overview of the impact of the latest AI chatbots✔️
THE BIG PICTURE:
23. Future of the World Newsletter
A weekly newsletter covering emerging technology and humanity.
If you want to keep up with AI and get ahead of the future✔️
mishadavinci.substack.com
24. My weekly technology threads.
In-depth insights and curation of the best in emerging tech.
If you want a free masterclass every Sunday✔️
twitter.com/mishadavinci
That's all for today, folks.
If you enjoyed this, please share by retweeting the first tweet.
Follow me for more @mishadavinci.
You can check out the latest edition of my newsletter & subscribe here:
open.substack.com/pub/mishadavin…
Share this Scrolly Tale with your friends.
A Scrolly Tale is a new way to read Twitter threads with a more visually immersive experience.
Discover more beautiful Scrolly Tales like this.