GitHub - adasegroup/FDS2021: This repository contains materils covered of the course Foundations of Data Science lectured in the Spring of 2021 at Skoltech

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This repository contains materils covered of the course Foundations of Data Science lectured in the Spring of 2021 at Skoltech

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Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
lectures_slides		lectures_slides
README.md		README.md

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VIDEOS:

1. Foundations of Gradient Boosting & Decision Trees

3. LTV by Yandex part1 part2

4. Managing DS projects

5. ML - Ops intensive part 1

6. ML - Ops intensive part 2

7. Modern recommender systems

8. Forecasting part1 part2

9. Visual search

10. CRM personalization

11. CLTV

12. Sequential models

13. Uncertainty estimation

14. ML for optimization

16. Competative data analysis

17. Neurotechnologies and Machine Learning

18. Speech systems part_1 part_2

19. Video processing

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This repository contains materils covered of the course Foundations of Data Science lectured in the Spring of 2021 at Skoltech

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