How to learn AI and ML in 2024 - A complete roadmap

Here are the links to the machine learning resources mentioned:

That's 16 in total!

Learn Data Science (affiliate)

Learn Python with Giles

📚 My favourite python books for beginners (affiliate links)

🆓 Free Python Resource
(This is a great introduction to python)

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[Daniel-Dann]

Before launching my own software development company, I was also a self-taught programmer. Many companies are now seeking to harness the power of AI, and in most cases, Python engineers are in high demand for such projects. The machine learning field is definitely worth exploring for programmers, and it's fantastic that we can find valuable information here in YouTube. Thank you, Giles, for sharing info about resourses.

[snnohs]

I've been using this roadmap. I'm not done but I am finding value in the path it creates as a beginner. Not done but I plan to do everything you suggested

[djohnworthy]

Love your content. I checked Kaggle, I think it is the best way to practice and learn since we must start from the basics and then build on that.

[ExcelNwachukwu-qzzk]

Helpful and straight to the point! Thanks.

[icestarcometh]

Thank you so much! I've been trying to figure out where to start.

[CossuttaDario]

What an information packed and generous video!! I usually speed videos up while taking notes, while for this one I had to pause repeatedly!

[landileite]

First Comment is from Brazilian guy that is a very fan of this channel. Tks

[googlemani]

Thank you for sharing the great resources on the subject. Loved the ending part about the paid option, choice is yours :)

[StarsTogether]

This is a good read. If you're engrossed by the subject, a kindred book could be very rewarding. "From Bytes to Consciousness: A Comprehensive Guide to Artificial Intelligence" by Stuart Mills

[penggao]

Many thanks for the insightful information

[wheenishere]

installing everything correctly was honestly the hardest part

[VinayVinnibanka]

Thank you a lot bruh for this kind of video

[varanasilavanya]

Thanks for the resources bro, it will help alot

[muppetjedisparklefeet]

I wish I hadn’t spent so much time cheating from my best friend (who’s now a math teacher) and more time actually learning that calculus… coming back to bite me 20 years later.

[Bat_OfGotham]

Might be more or less a dumb question but is there anything that I should spend attention more on if I want to specialize myself into computer vision?

[yliu]

thanks. For deep learning, which is better to learn, PyTorch or tensorflow? Thx

[erikl]

Tutorial hell is to be avoided. In the end you need to code. And code. and code again. 20 min per day for starters.

[welcometomathy]

I want to but need to put some will on it ... Want that 80k month salary in london... Currently 30 as Data analyst, power bi focused, like it, easy, chill, everyone happy but cant go on holidays after paying rent all year without eating my overdraft...

[Ishanya_]

Sir I worship you, your content is amazing, just what I needed

[datasciyinfo]

Love the end. $40K for online masters in data science or machine learning offered from University of Michigan. Not bad if you have the money. You are far more likely to succeed than going it alone, but it will cost you. But could save some time. Learning alone I can attest it takes 2-3 times longer. Mainly without the structure of classes and deadlines for projects.