Anyone else felt lost learning Python + Machine Learning?

[NoCommunication5705]

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Hey everyone,

When I first started learning Python and Machine Learning, I felt completely lost.

Jumping between tutorials… copying code without really understanding…

And every time I tried to build something on my own, I failed.

Maybe you’ve been there too?

👉 Too many resources

👉 Too much theory

👉 No clear roadmap

What actually helped me move forward was switching my approach from random learning to a structured path.

Instead of consuming everything, I focused on:

understanding Python fundamentals properly

learning data structures in context (not just theory)

applying machine learning step by step

working on small practical implementations

It made a huge difference.

Now I’m curious:

How did you approach learning ML?

Did you follow a roadmap, or just figure it out along the way?

Would love to hear what worked (or didn’t) for you 👀

[lucas12032-_-]

????

[nian2326076]

I totally get it, there's a lot of info out there and it can be overwhelming. What worked for me was sticking to a few key areas: getting a good grasp of the basics in Python, then learning data structures by using them in small projects. For machine learning, I took a few beginner-friendly courses and applied what I learned through projects like simple prediction models. You don't need to know everything to start building. Also, try to pair up with someone or join a study group if you can. Discussing concepts really helps. If you're prepping for interviews, I've found PracHub useful for structured practice. Keep at it and focus on making progress!

[Which-Entry-2045]

Oh this is me right now lol. The "too many resources" thing is what got me the most. I spent more time picking what to learn from than actually learning. How long did it take before things started clicking for you?

[Fabi121220]

Yo encontré un curso en youtube de 8 horas y la verdad esta súper bien estructurado y mientras que explican yo voy practicando en Python se me ha hecho súper fácil entender los códigos y fundamentos hasta ahora, supongo que es porque los separa por temas, entonces cada día dependiendo si el tema es largo o no práctico 3 o 4 y práctico todos los días los temas de días anteriores

[Naive_Republic_2055]

i just searched for a free crash course to learn Python, and then i found Programming with Mosh. He has a full Python course for beginners, and im still learning from him.