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
Starts on Jun 26
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 • 12:30 PM
Jun
29
Regression vs Classification Problems
Lesson 2 • 12:30 PM
Jun
30
Bias-Variance Trade-off
Lesson 3 • 12:30 PM
Jul
1
Cross Validation Techniques (Holdout, LOO, k-Fold)
Lesson 4 • 12:30 PM
Jul
2
Simple Linear Regression: Model and Assumptions
Lesson 5 • 12:30 PM
Jul
3
Simple Linear Regression: Cost Function & Least Squares
Lesson 6 • 12:30 PM
Jul
6
Simple Linear Regression: Numericals & GATE PYQs
Lesson 7 • 12:30 PM
Jul
7
Multiple Linear Regression: Theory and Interpretation
Lesson 8 • 12:30 PM
Jul
8
Multiple Linear Regression: Matrix Formulation & Numericals
Lesson 9 • 12:30 PM
Jul
9
Ridge Regression and Regularization
Lesson 10 • 12:30 PM