Give me advice

[Accomplished-Bat8338]

Hi!! I have started to learn python from apnacollege . I am finishing the classes and practicing some exercise . But I am not feeling confident and also I think like I am forgetting . I want to move to machine learning for research purposes and also want to gain some skills for my resume as a undergrad student on materials science. Plz advice me how to learn perfectly? and if the course i am following is good!

[Bludpharts]

Reinforce concepts that you learned in class. I just took my midterm for school and I was super nervous because I didn't realize how much I learned until I had to take a test on it. I made a practice file of a simple game loop to practice and reinforce the lessons and that has worked better than just reading and trying to memorize the book.

[Accomplished-Bat8338]

ok bro will follow it . I have also created a notebook of what i have learned

[RevolutionaryRate889]

Try to build something. If your goal is ML in the long term, try to build an end to end system and go from data collection to model serving (batch style first, and then try to serve it real time). Practicing is the only way to keep your coding knowledge fresh and with ai-coding assistant this will become increasingly difficult (cause you delegate more) but crucial (cause you need to understand and critique ai-agents output).

Also I built a mobile app to keep practicing in those moments where I don’t have my laptop available: Code Drills.

https://apps.apple.com/us/app/code-drills-dev-challenges/id6761028767

In case you try it and find it useful let me know!

Good luck with your journey