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Misha Profile picture
@mishadavinci
Apr 16, 2023 • 27 tweets • 11 min read • Read on X
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-… Image
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…

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More from @mishadavinci

Misha Profile picture
Jan 27, 2024
A single book can change your life.

24 books that will put you ahead of the world (in 2024): 🧵 Image
@alexisohanian @anafabrega11 @chaykak @NitaFarahany @emollick @ZachWeiner @jovialjoy 1. Read Write Own: Building the Next Era of the Internet

by @cdixon

If you want to understand the most powerful technology in the world and learn how use it to succeed in the future.
a.co/d/ahXtB3B
2. Our Next Reality: How the AI-powered Metaverse Will Reshape the World

by @AGraylin, @LouisBRosenberg, @nealstephenson

Why immersive eyewear and interactive AI agents could make our world a magical place or deeply compromise our humanity.
a.co/d/7BjRCy5
Read 27 tweets
Misha Profile picture
Dec 31, 2023
AI Twitter/X can be confusing.

WTF is e/acc, effective altruism, doomerism, safetyism, d/acc?

A thread with everything you need to know 🧵
EFFECTIVE ACCELERATIONISM - E/ACC

Pronounced “e-ack.”

A 21st-century philosophical movement advocating a techno-optimist stance.

Its proponents believe AI-driven progress is a great social equalizer which should be pushed forward. Image
They oppose the view that AI is highly unpredictable and needs to be regulated.

They often call opponents "doomers" or "decels."
Read 28 tweets
Misha Profile picture
Sep 17, 2023
Blockchain technology & web3 are the future.

But 99% are unaware.

Here's a list of 25 key terms so you can get up to speed:
1. AUTONOMOUS WORLD - an online game world that is built on a public blockchain.

It's a digital space owned and controlled not by a single, centralized entity but by a decentralized network of people.

It's a new genre in gaming.

Check out @0xPARC @Improbableio Image
2. BLOCKCHAIN - the technology underlying Bitcoin, Ethereum, & similar protocols.

It's a shared database with blocks of data, containing transactions or software code, and linked in a chain. Image
Read 27 tweets
Misha Profile picture
Sep 10, 2023
With more than 5 billion users, the internet runs the world.

But in the 1990s, many thought it would fail. HUGE MISTAKE!

Here's what you need to know:
FEB 27, 1995 - NEWSWEEK

The Internet? Bah!

"Visionaries see a future of telecommuting workers, interactive libraries, multimedia classrooms . . . virtual communities, commerce & business shifting from offices and malls to networks and modems. BALONEY." Clifford Stoll Image
1995 - WIRED MAGAZINE

“Most things that succeed don’t require retraining 250 million people.” Waring Partridge Image
Read 26 tweets
Misha Profile picture
Sep 3, 2023
A small group of the smartest technologists are already working in 2030.

They will soon run the world (& be worth $Trillions).

Here's what you need to know:
These smart people are rebuilding the internet using blockchain technology.

They are transforming money, finance, securities, investing, gaming, music, events, privacy, science, and more.

Let's dive in!
THE INTERNET

5.18 billion people use the internet.

It is the backbone for the $100 trillion global economy.
Image
Image
Read 26 tweets
Misha Profile picture
Aug 27, 2023
The smartest 1% never stop learning.

If you want to succeed in the future, here's everything you need:

50 worldclass resources (all free) 👇
YOUTUBE CHANNELS

1. Big Think
2. MIT OpenCourseWare
3. TED-Ed
4. Khan Academy
5. Huberman Lab
6. Smart History
7. Crash Course
8. Veritasium
9. Kurzgesagt
10. freeCodeCamp

Links 👇
AI COURSES

11. Generative AI Learning Path | @Google
12. AI for Everyone | @DeepLearningAI_
13. ChatGPT for Beginners | @Great_Learning
14. Prompt Engineering for ChatGPT | @VanderbiltU
15. Transform Your Business w/ AI | @Microsoft

Links👇
mashable.com/uk/deals/ai-co…
Read 14 tweets

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