Machine Learning Tutorial | Machine Learning Course | Machine Learning Projects 2026 |Simplilearn

00:00:00

Machine Learning Basics

00:08:45

Top 10 applications of machine learning

00:13:40

Machine Learning Tutorial Part-1

0:14:26

Why Machine Learning

0:18:33

What is Machine Learning

0:25:15

Types of Machine Learning

0:25:27

Supervised Learning

0:27:47

Reinforcement Learning

0:29:07

Supervised vs Unsupervised Learning

0:39:23

Decision Trees

01:15:10

Machine Learning Tutorial Part-2

01:19:47

K-Means Algorithm

02:10:47

Mathematics for Machine Learning

2:11:15

What is Data?

02:12:07

Quantitative/Categorical Data

02:14:54

Qualitative/Categorical Data

02:15:12

Linear Algebra

02:38:01

Calculus

02:52:21

Statistics

03:05:16

Demo on Statistics

03:22:27

Probability

03:48:09

Demo on Naive Bayes

04:01:00

Linear Regression Analysis

04:20:37

Logistic Regression

04:38:35

Confusion Matrix

04:58:31

Decision Tree in Machine Learning

05:20:30

Random Forest

05:50:29

K Nearest Neighbors

06:16:56

Support Vector Machine

06:35:57

Regularization in ML

07:05:03

PCA

07:35:16

US Election Prediction

08:03:49

Machine Learning roadmap 2021