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Learning Methods In Machine Learning

Lesson 2 of 10 • 5 upvotes • 6:40mins

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Somesh Mohapatra

This lesson deals with the basic idea of Learning, explaining the requirement and the idea of the concept. It throws light on the basic idea of Supervised Learning, Unsupervised Learning, Reinforced Learning, and Hebbian Learning. It is to induce the need for such a system and how it might help.

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1

Introduction To Machine Learning

7:57mins

2

Learning Methods In Machine Learning

6:40mins

3

Supervised Learning: Introduction And Different Approaches

6:24mins

4

Unsupervised Learning: Introduction, Conditions, Developments And Advantages

7:01mins

5

Questions On Supervised Learning

6:20mins

6

Questions On Unsupervised Learning

6:30mins

7

Cost Function: Introduction

6:01mins

8

Cost Function: Advanced

6:19mins

9

Gradient Descent: Introduction And Mathematical Representation

6:35mins

10

Questions On Gradient Descent

6:46mins

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