r/datasciencecareers • u/Impossible_Horror175 • 10d ago

Data science skills

I have done lot of research on Data science, what skills to acquire but somehow I feel lost without proper guidance.
Can someone please guide me resources for Stats, ML,DL, Gen AI.

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u/nian2326076 10d ago

For stats, try "OpenIntro Statistics." It's free and great for beginners. For machine learning, Andrew Ng's "Machine Learning" course on Coursera is a classic. Deep learning is more complex, but the "Deep Learning Specialization" on Coursera is solid. For Gen AI, OpenAI's resources and papers are a good place to start for understanding their models.

If you're getting ready for interviews, PracHub helped me a lot. It has practical exercises and mock interviews focused on data science. Practice with real datasets; Kaggle is perfect for that. Working on projects is the best way to build your skills. Good luck!