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Season 3 - Episode 8 - Statistics and Data Science
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For the second episode of this year and eighth episode of this season we had a pleasure to talk to prof. Christophe Ley from the University of Luxembourg. Christoph told us a lot about statistics and how important it is in our lives - sport lives included. We also looked how closely related statistics and data science are. Could it be that data science is just statistics 2.0? Listen to find out!
USEFUL LINKS
What makes data science different by Prof. Christophe Ley and Prof. Stéphane Bordas: https://orbilu.uni.lu/bitstream/10993/30235/1/BL17_final.pdf
Science Meets Sports - When Statistics Are More Than Numbers by Prof. Christophe Ley: https://books.google.lu/books/about/Science_Meets_Sports.html?id=yzbczQEACAAJ&redir_esc=y
Christophe Ley's publications: https://scholar.google.com/citations?user=fYZTyFEAAAAJ&hl=en
Cellule scientifique in Luxembourg: https://www.chd.lu/en/cellule-scientifique
Powerchair hockey: https://www.youtube.com/watch?v=NzhyxcjKPx8
Capitoli
1. Season 3 - Episode 8 - Statistics and Data Science (00:00:00)
2. Statistics and data science (00:02:18)
3. Why does statistics get bad press? (00:03:36)
4. Can you really twist the data? (00:05:36)
5. Origins of statistics (00:07:02)
6. Quantifying uncertainty (00:08:04)
7. Maths, logical reasoning and job opportunities (00:10:47)
8. Applied vs. theoretical statistics (00:11:55)
9. Switching to applied statistics (00:13:48)
10. Speaking the language of researchers in other fields (00:14:46)
11. Meaning of robust in engineering and statistics (00:15:42)
12. Scientists talking to politicians (00:16:14)
13. Cellule scientifique in Luxembourg (00:17:29)
14. Statistics in Luxembourgish (00:18:55)
15. Statistics in the world of sports (00:19:31)
16. Wheelchair basketball and powerchair hockey (00:21:49)
17. Statistics and injury prevention (00:23:25)
18. Betting (00:24:30)
19. Can you quantify psychology? (00:27:29)
20. Stereotypes: statistician vs. data scientist (00:27:49)
21. Christophe's typical day (00:30:10)
22. Table tennis (00:31:39)
23. Coming back to University of Luxembourg (00:33:04)
24. Other research done by Christophe? (00:34:44)
25. Wind energy in India (00:35:10)
26. Protein structure prediction problem (00:36:13)
27. Statistics at the hospital (00:37:10)
28. Do statisticians clean data and do they do data visualisation? (00:38:15)
29. Correlation vs. causation (00:42:07)
30. Ability to read data (00:43:20)
31. Machine learning (00:44:08)
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