SAIL - Split AI Lab School of Machine Learning and Data Science

Contribution List

1. Welcome

26/05/2025, 09:00

2. Introduction to ML

26/05/2025, 09:30

3. Statistics I

26/05/2025, 10:30

4. Statistics II

26/05/2025, 11:45

5. Installation of nec. packages

26/05/2025, 13:30

11. Preprocessing I

26/05/2025, 14:00

6. kNN

26/05/2025, 15:00

7. kNN Hands-on

26/05/2025, 16:00

8. Metrics and Evaluation I

27/05/2025, 09:00

9. Bayes

27/05/2025, 11:00

10. Hands-on

27/05/2025, 13:30

12. Feature selection

27/05/2025, 14:30

13. Hands-on

27/05/2025, 15:30

14. Metrics and Evaluation II

28/05/2025, 09:00

15. Decision Trees

28/05/2025, 10:30

16. Random Forest

28/05/2025, 13:30

17. Random Forest Hands-on

28/05/2025, 15:00

18. Regression

29/05/2025, 09:00

19. Regularization

29/05/2025, 13:30

20. Regression methods Hands-on

29/05/2025, 16:00

21. Dimensionality Reduction

30/05/2025, 09:00

22. Feature Engineering

30/05/2025, 10:30

23. Dimensionality Hands-on

30/05/2025, 13:30

24. ML project I: Data handling

30/05/2025, 15:00

25. ML project II: Supervised learning

31/05/2025, 09:00

26. ML project III: Supervised learning

31/05/2025, 11:15

27. Nonlinear Regression

31/05/2025, 13:30

34. Nonlinear Regression Hands-on

31/05/2025, 15:45

28. k-Means, DBSCAN

02/06/2025, 09:00

29. Clustering Hands-on

02/06/2025, 11:00

30. Clustering Hands-on

02/06/2025, 13:30

31. Ensembles

02/06/2025, 14:30

32. Pattern search

03/06/2025, 09:00

33. Pattern search Hands-on

03/06/2025, 10:00

35. ML project IV: Unsupervised learning

03/06/2025, 13:30

36. Kernel methods

04/06/2025, 09:00

37. Introduction to Neural Networks

04/06/2025, 13:30

38. Neural Networks Optimization Algorithms

04/06/2025, 15:00

39. CNN, RNN, LSTM

05/06/2025, 09:00

40. Fine tuning Neural Networks

05/06/2025, 12:00

41. Deep learning Hands-on

05/06/2025, 13:30

42. ML project V: Deep learning

05/06/2025, 15:00

43. ML project VI: Deep learning

06/06/2025, 09:00

44. Exam: full ML project

06/06/2025, 10:30

45. Technical Imnterview

06/06/2025, 13:30