Machine Learning: Core Concepts and GATE Prep
Hinglish
Machine Learning: Core Concepts and GATE Prep
Viomesh Kumar Singh
This course, Machine Learning: From Scratch to GATE, is designed to provide a comprehensive understanding of Machine Learning, tailored specifically for students preparing for the GATE exam.
Starting with fou... Read more
Ended on Jan 25
Nov 4, 2024 - Jan 25, 2025
50 lessons
0 practices
0 questions by educators
Demo classes
Watch free classes by the educators of this batch
Week 1
Nov 4 - 10
6 lessons
Nov
4
Foundations of Intelligent Systems
Lesson 1 • Nov 4 • 1h 34m
Nov
6
Basic Maths for Machine Learning
Lesson 2 • Nov 6 • 1h 37m
Nov
6
Supervised Learning: Linear Regression
Lesson 3 • Nov 6 • 1h 31m
Nov
7
Linear Regression: I
Lesson 4 • Nov 7 • 1h
Nov
8
Linear Regression: II
Lesson 5 • Nov 8 • 1h 27m
Nov
10
Linear Regression: III
Lesson 6 • Nov 10 • 1h 30m
Week 2
Nov 11 - 17
5 lessons
Nov
11
Linear Regression: IV
Lesson 7 • Nov 11 • 1h 34m
Nov
12
Polynomial Regression: Beyond Linear
Lesson 8 • Nov 12 • 1h 44m
Nov
13
Polynomial Regression Part II
Lesson 9 • Nov 13 • 1h 44m
Nov
14
Regularization Techniques: Ridge Regression
Lesson 10 • Nov 14 • 1h 47m
Nov
15
Probability and Classification
Lesson 11 • Nov 15 • 1h 47m
Week 3
Nov 18 - 24
2 lessons
Nov
18
Probability Theory for Machine Learning Part II
Lesson 12 • Nov 18 • 1h 30m
Nov
24
Probability Theory for Machine Learning Part I
Lesson 13 • Nov 24 • 1h 32m