Session 41 - Support Vector Machines - Prof Pravendra - 19 Jul 2025

1 Session 00 - Orientation Session - 9 Feb 2025

2 Session 01 - Number system - 15 Feb 2025 - Sandeep Giri

3 Session 02 - Basic Math (Operations, Functions, Recursion) - 16 Feb 2025 - Sandeep Giri

4 Session 03 - Basic Math (Variables, Recursion, Hanoi, While loop) - 22 Feb 2024 - Sandeep Giri

5 Session 04 - Basic Math (SYMS, String, Tuples) - 23 Feb 2025 - Sandeep Giri

6 Catch-up Session1 - 25 Feb 2025 - Sandeep Giri

7 Session 5 - Python Basics (Part 1) - 1 Mar 2025 - Sandeep Giri

8 Session 6 - Python Basics (Part 2) - 2 Mar 2025 - Sandeep Giri

9 Catch-up Session2 - 7 Mar 2025 - Sandeep Giri

10 Session 7 - Python Basics (Part 3) - 8 Mar 2025 - Sandeep Giri

11 Session 8 - Python Basics (Part 4) - 9 Mar 2025 - Sandeep Giri

12 Session 9 - Python Basics (Recursion) - 15 Mar 2025 - Sandeep Giri

13 Session 10 - Python Basics (Matplotlib, Arrays) - 16 Mar 2025 - Sandeep Giri

14 Session 11 - Matplotlib, Matrix Multiplication - 22 Mar 2025 - Sandeep Giri

15 Session 12 - Matplotlib, Recode KNN with Binary search - 23 Mar 2025 - Sandeep Giri

16 Session 13 - Mean, Z-Square, Arrays - 29 Mar 2025 - Sandeep Giri

17 Session 14 - ML Project - 30 Mar 2025 - Sandeep Giri

18 Catch-up Session - 4 Apr 2025 - Sandeep Giri

19 Session 15 - Linear Regression - 5 Apr 2025 - Sandeep Giri

20 Session 16 - Python (Functions) - 6 Apr 2025 - Sandeep Giri

21 Session 17 - Python (Functions - Part 2 ) - 12 Apr 2025 - Sandeep Giri

22 Session 18 - 13 Apr 2025 - Sandeep Giri

23 Session 19 -19 Apr 2025 - Sandeep Giri

24 Session 20 - 20 Apr 2025 - Sandeep Giri

25 Session 21 - 26 Apr 2025 - Sandeep Giri

26 Session 22 - 27 Apr 2025 - Sandeep Giri

27 Session 23 - 3 May 2025 - Sandeep Giri

28 Session 24 - 4 May 2025 - Sandeep Giri

29 Session 25 - 10 May 2025 - Sandeep Giri

30 Session 26 - 11 May 2025 - Sandeep Giri

31 Session 27 - 17 May 2025 - Sandeep Giri

32 Session 28 - 18 May 2025 - Sandeep Giri

33 Session 29 - Machine Learning Foundation - 24 May 2025 - Sandeep Giri

34 Session 30 - Machine Learning (Embeddings) - 25 May 2025 - Sandeep Giri

35 Session 31 - 31 May 2025 - Sandeep Giri

36 Session 32 - Introduction to Machine Learning & Deep Learning) - Prof Pravendra - 14 Jun 2025

37 Session 33 - Building End to End ML Project - Prof Pravendra - 21 Jun 2025

38 Session 34 - Building End to End ML Project- Prof Pravendra - 22 Jun 2025

39 Session 35 - Building End to End ML Project - Prof Pravendra - 28 Jun 2025

40 Session 36 - Building End to End ML Project - Prof Pravendra - 29 Jun 2025

41 Session 37 -Training Models (Regression, Classification, and Gradient Descent) -Prof Pravendra - 5 Jul 2025

42 Session 38 -Training Models (Regression, Classification, and Gradient Descent) - Prof Pravendra - 6 Jul 2025

43 Session 39 -Training Models (Regression, Classification, and Gradient Descent) - Prof Pravendra - 12 Jul 2025

44 Session 40 -Training Models (Regression, Classification, and Gradient Descent) - Prof Pravendra - 13 Jul 2025

45 Session 41 - Support Vector Machines - Prof Pravendra - 19 Jul 2025

46 Session 42 - Support Vector Machines & Decision Trees - Prof Pravendra - 20 Jul 2025

47 Session 43 - Decision Trees - Prof Pravendra - 26 Jul 2025

48 Session 44 - Ensemble Learning and Random Forests - Prof Pravendra - 27 Jul 2025

49 Catch-up Session 4 -Sandeep Giri - 30 July 2025

50 Session 45 - Random Forests & Dimensionality Reduction - Prof Pravendra - 2 Aug 2025

51 Session 46 - Dimensionality Reduction & Unsupervised Learning - Prof Pravendra - 3 Aug 2025

52 Session 16 - Python Foundations (Part-16) - Sandeep Giri - 31 Aug 2025

53 Session 47 - Introduction to Artificial Neural Networks(Part-1) - Prof Pravendra - 10 Aug 2025

54 Session 48 - Introduction to Artificial Neural Networks (Part 2) - Prof Pravendra - 17 Aug 2025

55 Session 49 - Introduction to Artificial Neural Networks (Part 3) - Prof Pravendra - 24 Aug 2025

56 Session 50 - Sandeep Giri - 31 Aug 2025

57 Session 51 - Sandeep Giri - 6 Sep 2025

58 Session 52 - Sandeep Giri - 7 Sep 2025

59 Session 53 - Sandeep Giri - 13 Sep 2025

60 Session 54 - Sandeep Giri - 14 Sep 2025

61 Session 55 - Sandeep Giri - 20 Sep 2025

62 Session 56 - Sandeep Giri - 21 Sep 2025

63 Session 57 - Sandeep Giri - 27 Sep 2025

64 Session 58 - Sandeep Giri - 28 Sep 2025

65 Session 59 - Sandeep Giri - 04 Oct 2025

66 Session 60 - Sandeep Giri - 05 Oct 2025

67 Session 61 - Sandeep Giri - 11 Oct 2025

68 Session 62 - Sandeep Giri - 12 Oct 2025

69 Session 63 - Sandeep Giri - 18 Oct 2025

70 Session 64 - Sandeep Giri - 25 Oct 2025

71 Session 65 - Sandeep Giri - 26 Oct 2025

72 Session 66 - Sandeep Giri - 01 Nov 2025

73 Session 67 - Sandeep Giri - 08 Nov 2025