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Misha Profile picture
@mishadavinci
Apr 16 • 27 tweets • 11 min read Twitter logo Read on Twitter
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
Jun 4
This is the age of AI.

You will only succeed if you have uniquely human, AI-proof skills.

Here's what you need to know:
AI beats humans at speed, accuracy, & memory.

AI has long surpassed humans at chess, Go, and video games. ImageImage
AI systems are now beating humans at tests in:

- speech & image recognition
- reading comprehension
- language understanding Image
Read 28 tweets
Misha Profile picture
May 28
The future is already here.

The 1% who understand it will run the world.

Here's a list of 24 top resources to get up to speed (for free):
ARTIFICIAL INTELLIGENCE

1. The TED Talks AI Playlist

The best of the 2023 Ted Talks AI including @YejinChoinka @tomgtgraham @GaryMarcus & @gdb

If you want to get smarter and better equipped to participate in any conversation on AI. ☑️

ted.com/talks?topics[]… Image
2. The @a16z AI Canon by @derrickharris @BornsteinMatt @appenz

A curated list of the papers, blog posts, courses, and guides that have shaped this trending technology.

If you want to learn from the leading thinkers and top researchers in AI. ☑️

a16z.com/2023/05/25/ai-…
Read 29 tweets
Misha Profile picture
May 21
Everyone is talking about ChatGPT.

Most have no idea that AI will soon massively disrupt their work & careers.

Here's what you need to know:
Education

AI can:
- analyze a student's learning style & needs
- use sophisticated prompts to encourage deeper thinking
- remember a student's history
& provide personalized learning.

AI is about to upend everything we know about teaching and learning.
laschoolreport.com/commentary-thi…
This will disrupt:

- teaching assistants
- teachers
- higher education teachers & professors
and all learning institutions. Image
Read 21 tweets
Misha Profile picture
May 20
I’ve been thinking about how GPT4 and other large language models will impact our daily lives.

There’s so much that’s still unclear.
What we do know is that the big companies are already making changes.

They are replacing future jobs with AI.

And wherever and whenever possible, they will substitute machines for people.
It’s time for everyone to take a hard at look at their careers in the context of AI.
Read 4 tweets
Misha Profile picture
May 14
With 100M users in 2 months, ChatGPT disrupted every major industry.

And this is just the beginning.

Here's a list of AI startups gunning to entirely transform how you think, work, & live:
Scale AI @scale_AI

Collects, curates, & labels data—the fuel for AI models. ✔️

Site: scale.com Image
Hugging Face @huggingface

Makes machine learning and the best AI chat models available to everyone. ✔️

Site: huggingface.co Image
Read 25 tweets
Misha Profile picture
May 10
I write about the technologies that are shaping the future & help normal people get up to speed.

Here are some of my more popular threads:
The 10 technologies shaping the future.
The internet and how we got here.
Read 18 tweets

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