Complete Course on Machine Learning for GATE DA 2027-2028
Hindi
Complete Course on Machine Learning for GATE DA 2027-2028
Sweta Kumari
The course follows a structured exam-oriented approach where every topic is taught from basics to GATE level. Students will learn how machine learning algorithms work, when they should be applied, how to interpr... Read more
Ended on Aug 14
Jun 26 - Aug 14, 2026
36 lessons
0 practices
0 questions by educators
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Schedule
Jun 26 - Aug 14
36 lessons
Jun
26
Introduction to Machine Learning and Learning Paradigms
Lesson 1 • Jun 26 • 1h 1m
Jun
29
Regression vs Classification Problems
Lesson 2 • Jun 29 • 1h 8m
Jun
30
Bias-Variance Trade-off
Lesson 3 • Jun 30 • 57m
Jul
1
Cross Validation Techniques (Holdout, LOO, k-Fold)
Lesson 4 • Jul 1 • 58m
Jul
2
Simple Linear Regression: Model and Assumptions
Lesson 5 • Jul 2 • 1h 5m
Jul
3
Simple Linear Regression: Cost Function & Least Squares
Lesson 6 • Jul 3 • 1h 29m
Jul
6
Simple Linear Regression: Numericals & GATE PYQs
Lesson 7 • Jul 6 • 41m
Jul
7
Multiple Linear Regression: Theory and Interpretation
Lesson 8 • Jul 7 • 1h 30m
Jul
8
Multiple Linear Regression: Matrix Formulation & Numericals
Lesson 9 • Jul 8 • 1h 29m
Jul
9
Ridge Regression and Regularization
Lesson 10 • Jul 9 • 50m