How to learn AI and ML in 2024 - A complete roadmap
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- Опубликовано: 2 июн 2024
- Free monthly learning resources and insights gilesknowledge.substack.com/
Here are the links to the machine learning resources mentioned:
www.r2d3.us/visual-intro-to-ma...
opentechschool.github.io/pyth...
www.kaggle.com/learn/intro-to...
developers.google.com/machine...
www.tensorflow.org/tutorials
machinelearningmastery.com/st...
• Calculus BLUE Vol 1 : ...
mml-book.github.io/
www.probabilitycourse.com/cha...
www.statisticsdonewrong.com/
github.com/ageron/handson-ml3
courses.cs.duke.edu/spring20/...
datascience.stackexchange.com/
stats.stackexchange.com/?tags...
pytorch.org/tutorials/
scikit-learn.org/stable/tutor...
That's 16 in total!
My video on speed reading • How to ACTUALLY absorb...
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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 RUclips. Thank you, Giles, for sharing info about resourses.
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.
Helpful and straight to the point! Thanks.
Thank you so much! I've been trying to figure out where to start.
What an information packed and generous video!! I usually speed videos up while taking notes, while for this one I had to pause repeatedly!
First Comment is from Brazilian guy that is a very fan of this channel. Tks
Awesome resources ....Thanks Giles
Short but sweet! Thanks
great content and presentation.
Thank you a lot bruh for this kind of video
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?
Many thanks for the insightful information
Thank you for sharing the great resources on the subject. Loved the ending part about the paid option, choice is yours :)
Timely information. Thx,,,
The editing is fire
Thanks for the resources bro, it will help alot
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
How you doing now? Did you finish it?
Are you done yet?
Is it practical?
how are you doing so far?
Are you seriously not going to answer anyone? Probably a damn bot
While free resources are helpful for learning but advanced degrees like a master's or PhD are often preferred for roles like data scientist or machine learning engineer at FAAGN companies. These degrees provide a deeper understanding of the field and increase your competitiveness, particularly for research-oriented positions. Practical experience and a strong portfolio are valuable, but higher education significantly improves your prospects in the industry.
Bullshit
Might be wrong, but got the sense that this is for beginners, but agree with you 100%! My brother is doing a PhD and he’s depth of knowledge enables him to use Ai in ways I could never dream of!
Give this man a medal!🙌🏽👏🏾🥳
Hello from Malta
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
Thank you very much
Thank you ❤❤❤
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.
installing everything correctly was honestly the hardest part
Thank you so much
i like music in your video:)
Helpful ❤
Thks 👍
The math joke: I ate some pie😅
Math response: Is there any remainder?
@@siddharthjoshi1651only if you're a real rational person
Homer laughing at 1:09
@@Alex-ns6hjI see what you did there 😂
this the best video about Ai
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...
80k you mean 80k pound per month? Holly molly now that’s a lot of money!
Nice
Bro dropped rhe bomb at the end.
thanks
Hey I am an IGCSE student. I will be entering my AS levels next month. I am really interesting in the maths behind ML do u think I should buy the book recommended. I worry that it might mention stuff that I might not know and not explain it
Get the book bro, you'll be fine
Sir I worship you, your content is amazing, just what I needed
Average Hindu
@@Andalusian_ yes we worship education and knowledge
@@Ishanya_ you don't worship God. you worship the creation. You literally have no problem saying that you worship a human being. You clearly follow a false religion
@@Andalusian_ You make me laugh.
Is it possible to be a machine learning engineer if you have no degree?
why use a jupyter notebook and not pyCharm?
@python programmer @giles can you make video on automation autopilot Machine learning for cars ? Guidance from A to z ? Please and recommended books for Machine learning on automation autopilot for cars ?
The math joke at 1:06 is i 8 sum pi and it was delicious
I need to learn maths from beginner to advance for ML
luckily i have physics background with quantum mech.. so should be handy.. also webDev background. Hopefully can get me there, I worry about no code or low code apps making webdevs obsolete.. . or much less.
Otherwise all the maths I learn has been totally useless.
Can anyone explain that math joke (1:06) to me? i am curious.
√-1 = i
2³= 8 = ate
Sum = some
π = pie
Can i have a jop in machine Learning without a degree? because iam still a student
Yeah
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.
Ml learning roadmap 2024 from the middle of 2023?
no se quiwen es este tipo pero tiene cara de joven de lejos jajaja me cae bien y ademas paerce que es bueno en esto, estoy comenzando y la verdad swee m dificulta mucho lo de matematicas pero bueno, vere
a meterle pilas chango
@@benitoalvarez8032 jajaj me acaban de llamar mono? jajajja
Is it machine learning if I learn something new from Mark Zuckerberg?
I thought that would be called zombierobot mimicry.
This is all well and good but what if this field becomes oversaturated? What's the point of learning?
that can be said about almost every single field out there. Just get in as quickly as you can. learn, develop, practice and experience. Tech evolves each day and usually builds up on previous technologies/advancements.
so once you solidify yourself here, you'll be more prepared to take up the next advancement once this "field" as you call it becomes saturated.
Tutorial hell is to be avoided. In the end you need to code. And code. and code again. 20 min per day for starters.
agreed. code 3 hours and read , watch videos 1 hour.
@@Beny123i would even say read 2 hours and code 4 hours, reading also include understanding, and coding is not just copying but implementing new your own ideas and practicing
i 8 sum pi and it was delicious.
Up
i hate jupyter notebook. ill stick with pycharm lol
I twocube sum pi (I took some pie) hahahaha
i 8 Sum pi 😂😅
With the advent of Mojo, Python will be a thing of the past when it comes to AI.
Isn't Mojo just a python subset?
@@alexwallachian7720 *superset
GTA level
wow 0 dislikes
Is this satire ?
Hello from Pamir Mountains ⛰️