16 февр. 2023 г. · This book of lecture notes is simply amazing if you just want to keep the basics sharp or re-learn things from first principles.

25 дек. 2023 г. · That would be statistics. If you are looking for a probability book, then Durrett's probability theory and examples is a standard text.

8 сент. 2023 г. · I took Probability and Statistics for the MITx MicroMasters Data Science and Statistics program at the same time. This post is my long form review.

12 нояб. 2020 г. · I am thinking of starting from scratch, thus looking for a probability and statistics course which also provides mathematical problems along with the course.

13 февр. 2024 г. · I'd say math for data science is probably much more fundamental than math for ML. DS is of course broader than training ML models.

9 сент. 2024 г. · I took a undergraduate course in mathematical statistics (we used Introduction to Mathematical Statistics by Hogg and Craig). The course was challenging.

24 янв. 2023 г. · I want to be self taught data scientist. After watching a lot of YouTube, I found out that learning statistics at the very beginning is the best approach.

30 июн. 2023 г. · I'm looking for good books that go over the statistics used in Data Science/ML fields. Nothing really in specific, i just want to broaden my knowledge!

10 мая 2020 г. · This might not be a typical first book in statistics/probability but it's a very gentle introduction to the subject with LOTS of explanation.

16 февр. 2020 г. · ESL requires mathematical maturity. Some prerequisites : Calculus, Measure Theoretic Probability, Linear Algebra, Mathematical Statistics etc.