A Python Developers Guide to AI in 2024

In this video, I will be giving you a complete guide to AI in 2024 specifically for Python developers. You can treat this as a roadmap to topics and modules you may want to learn, or simply a quick refresher that will keep you up to speed with everything going in the AI world.

🎞 Video Resources 🎞

⏳ Timestamps ⏳
00:00 | Overview
00:15 | Machine Learning Algorithms
03:04 | Neural Networks
05:26 | Computer Vision
06:52 | LLMs
09:17 | RAG
11:18 | AI Agents

Hashtags
#python #ai #pythonprogramming

[jacob-]

Every programming YouTuber seems like it eventually descends into “top ten things to make 200K in 9 months or whatever. I just wanted to say it’s nice that you’re still producing down to earth tutorials and guides. It’s what brought me to your channel and it’s what I like to see on my feed.

[captaintoadli]

i like it, unlike most of roadmaps designed for absolute beginners this one had a lot to say thanks

[davidtindell]

A quick refresher is invigorating. Thank You!

[dimoxx]

I love your videos, keep it up. Can you please do a data scientist, data analyst, ML engineer and AI engineer comparison in real world practice projects examples ? That would be nice :)

[earthb]

Great overview - Thanks! Consolidates understanding of my other studies in AI. Really appreciated the fine tuning / RAG section.

[asian.drama]

Hope you're Well.

I have a request can you make a video on any RUST projects.

Like how to build own Compiler / Interpreter, how we can use it in web devp.. etc.

1. CLI Utilities
2. Todo-List
3. Budget Manager (Dashboard)
4. Social Media Bot
5. Utility Billing System
6. Audio Player
7. Portfolio Development
8. Weather App
9. Simple Web Server
10. Operating System Kernel

These are some projects. Thanks for the consideration.

[Akriti-at]

I love everything you teach❤it is very useful and easy to understand. Now I'm able to code well, Thanks to you ❤

[esrxa]

Refreshing fresh breeze, I was getting suffocated rather overwhelmed by this AI stuff everywhere, but this video brought in some relief. Thanks Tim

[tengdayz]

Thank you for a useful high level over-view of Ai classifications.

[Prathammishra-rdvu]

Vote for Detailed AI/ML engineer roadmap☑

[neckbro]

People watching this with lots of hope, meanwhile cant even get an interview for entry level web developer or junior data analyst 😝

[God_Gaming]

Can you provide a pdf a complete roadmap 2024 to AI/ML

[aaronaragonmaroja]

Great video, very informative! Do you have a course you recommend for the last topic? Would you be willing to teach it?

[akrithisd]

Can you teach me how to create a mini project using AI

[pvvhfnu]

Hey, Tim. Can you make a tutorial for fastHTML

[Ready_to]

We need Python path for cyber security.

[ghostofuchiha]

Hey Tim,

I just want to know how does a ML model handle data once its deployed in production.? Like when we build a model we scale the data, remove nulls, transform it and then use it, but how does all this happen in already deployed models? Because a normal day to day life will have all the uncleaned data. Pleas help, I m really confused. I can build the ml, dl, transformers etc but am confused how is data preprocessing tackled after model is deployed .

Basically how is all preprocessing captured in the model to be used after deployment, is it through columntransformers and pipelines or are there any other steps or is it under mlops umbrella ?

[mintz]

Can you do for django more web baseed?

[say-ahmedi]

bro i have a question, is math a must have tool or just a useful tool for machine learning or artificial intelligence?

[joshuahorton]

Can I get a bit of advice from the comments maybe.

Im a full stack developer who primarily works with Python because my focus is really data engineering. I work with Python, SQl, HTML, CSS, JS a bit of AWS and a few others that i understand but don’t use as much like R, Java, C. I can write and understand them but don’t use them so im not as confident in my ability with them. I learned these through building projects starting at the beginning of the pandemic im returning to school for my CS degree but im burnt out. What do you guys do to keep pushing and learning ?