As a data analytics professional with 15 years experience, how long would it take to become an expert in data science and AI? What should be the optimal learning path to transition into these fields?
As a working professional in data analytics, transitioning to expertise in Data Science and AI can take anywhere from 6 months to a few years, depending on your commitment and prior knowledge. Begin by mastering Python, statistics, and linear algebra through online courses. Progress to core data science skills such as data manipulation, visualization, and machine learning. Delve into advanced topics like deep learning, natural language processing, and big data tools. Gain practical experience with projects and competitions, and stay updated with the latest research. With consistent effort, you can leverage your analytics background to excel in Data Science and AI.
IIT Madras offers online self-paced degrees - a BS in Data Science and Application, a Diploma in Programming, and a Diploma in Data Science. You can read more about them at https://study.iitm.ac.in/
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