What are the best learninges resources you can recommend to get started in ML, AI, DS in 2024?
jasonbFor book learners (like me), I think reading "Applied Predictive Modeling" (and/or "An Introduction to Statistical Learning") cover to cover would create a solid base. These books are outstanding.
From there, apply the suite of methods in sklearn on standard datasets/kaggle datasets to develop your solid practical chops, Perhaps using a book like "Hands-On Machine Learning with Scikit-Learn..." or "Machine Learning with Scikit-Learn...". Writing code and developing a private catalog of working examples matters more than the books here.
For the true beginner, I would suggest ignoring deep learning (for now) and instead focus on tabular data, which is most of the data science projects in industry.Jun 2, 20246 likes
Remarkable_Status772Same as 2023: the library, the bookshop and the internet.Jun 3, 2024
From there, apply the suite of methods in sklearn on standard datasets/kaggle datasets to develop your solid practical chops, Perhaps using a book like "Hands-On Machine Learning with Scikit-Learn..." or "Machine Learning with Scikit-Learn...". Writing code and developing a private catalog of working examples matters more than the books here.
For the true beginner, I would suggest ignoring deep learning (for now) and instead focus on tabular data, which is most of the data science projects in industry. Jun 2, 2024 6 likes