The Complete Data Science Roadmap

I appreciate the honesty that it will take about 12-20 months for becoming a good data scientist , I have seen many videos claiming that following them one can become data scientist in less than 6 months , such things are misleading for students , thank you for the honesty and such a quality content

If learning felt like this in school, I’d have perfect attendance.

If you are going to follow this roadmap, consider adding sections on soft skills and communication, project management and Agile methodologies, ethics and data privacy, domain knowledge, advanced machine learning techniques, cloud computing and data engineering, and practical projects and portfolio development. Good Luck! 🎉

Python, r, git, data structure and algorithms, sql, mathematic and statistic (linear algebra, calculus, probability, statistic), preparing and visualization (panda, numpy, matploob, seaborn), business intellignt tool (tableu, pi), machine learning (tensor flow, pytorch, scikit learn), deep learning (neural network, cnn, rnn), choose specializing (nlp, computer vision), big data (hadoop, spark)

Like me if u wanna be ML engineer 🎉

Loved that you don’t sugar coat and give flash learning timelines. Straight honest facts. Thanks.

Honestly, it's better to go to school at a 4-year college. It will be hard to stay motivated and pick all of this on your own without structured learning. A lot of what is detailed in this video needs multiple semesters to learn. Only someone with most of those skills should try to do this alone.

NICE FOR ROADMAP PDF.

please, if you can, make a Cyber Security roadmap. I need it so much

that's what I was looking for ,thank u Mosh for this awesome informative video 🤗