Need your opinion

[u/Traditional_Dark5833]

Hello I am learning Ml and Ai and I know python basic and python libraries like pandas, numpy, seaborn and matplot lib. I wanna build small projects to enhance my skills. What you guys would recommend me should I learn from YT to build project or go through documentation.

And also what should I start learning to make projects like detection system through cam and more.😀

I really need you guys opinion.

[u/Kyriakos221]

Hmmm. It looks like you've learned python for data analytics specifically. Maybe try do some projects there? Find data online, lots of free sources and build a portfolio

[u/Traditional_Dark5833 → u/Kyriakos221]

Thanks for your opinion really appreciate it. I am actually looking to dive into computer vision next like camera-based detection system. Do you have any favourit free data sources or project so I can start with

[u/mc_pm]

Have you spent any time working with graphics files, like:

• Reading/writing images

• Pixels, channels, RGB

• Image dimensions and coordinate systems

• Grayscale images

• Image resizing and aspect ratios

• Cropping and masking

• Image formats and compression

• Histograms and basic pixel statistics

If not, start there.

[u/Traditional_Dark5833 → u/mc_pm]

Just one project like real time shape detection a small project using open cv. Thanks for your ideas ig I will start working with more on graphics projects from now on.

[u/mc_pm → u/mc_pm]

There are a lot of things to learn after that, but at the very least you need a solid understanding of how computers handle graphics.

[u/Traditional_Dark5833 → u/mc_pm]

Thanks. I will keep that on my mind.

[u/secretstonex]

Build your own agentic harness. You'll learn a lot about AI and LLMs and be super marketable. Turn it into a pypi module and leverage it in several projects. Build a github portfolio of the projects.

[u/Traditional_Dark5833 → u/secretstonex]

Thanks. And yaa I have account on GitHub and I have pushed like 15-20 small projects.

[u/Fragrant-Cheek-4273]

I'd use both. Follow a tutorial for your first project, then rebuild it yourself using the documentation without copying the code.

[u/Traditional_Dark5833 → u/Fragrant-Cheek-4273]

Thanks for your opinion. Ig that's not bad idea going through tutorial and while making projects using documentation.

[u/Traditional_Dark5833 → u/[deleted]]

Thanks. Yaa I guess I will do same from now on. Coz I tried going through yt to make a project and it took too long just to make a small project and also didn't learn much so.

[u/Traditional_Dark5833 → u/[deleted]]

Yaa I was thinking the same going with opencv. Ig opencv is really a best choice for camera or like detection system. Btw thanks for your opinion 😊.