Machine Learning Full Course - Learn Machine Learning (2026) | Machine Learning Tutorial | Edureka
๐ฅPGP in Generative AI and ML in collaboration with Illinois Tech: : https://www.edureka.co/executive-programs/pgp-generative-ai-machine-learning-certification-training
This Edureka Machine Learning Full Course video will help you understand and learn Machine Learning Algorithms in detail. This Machine Learning Tutorial is ideal for both beginners as well as professionals who want to master Machine Learning Algorithms. Below are the topics covered in this Machine Learning Tutorial for Beginners video:
00:00 Introduction to Machine Learning Full Course
2:47 What is Machine Learning?
4:08 AI vs โฆ
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Chapters (49)
Introduction to Machine Learning Full Course
2:47
What is Machine Learning?
4:08
AI vs ML vs Deep Learning
5:43
How does Machine Learning works?
6:18
Types of Machine Learning
6:43
Supervised Learning
8:38
Supervised Learning Examples
11:49
Unsupervised Learning
13:54
Unsupervised Learning Examples
16:09
Reinforcement Learning
18:39
Reinforcement Learning Examples
19:34
AI vs Machine Learning vs Deep Learning
22:09
Examples of AI
23:39
Examples of Machine Learning
25:04
What is Deep Learning?
25:54
Example of Deep Learning
27:29
Machine Learning vs Deep Learning
33:49
Jupyter Notebook Tutorial
34:49
Installation
50:24
Machine Learning Tutorial
51:04
Classification Algorithm
51:39
Anomaly Detection Algorithm
52:14
Clustering Algorithm
53:34
Regression Algorithm
54:14
Demo: Iris Dataset
1:12:11
Stats & Probability for Machine Learning
1:16:16
Categories of Data
1:16:36
Qualitative Data
1:17:51
Quantitative Data
1:20:55
What is Statistics?
1:23:25
Statistics Terminologies
1:24:30
Sampling Techniques
1:27:15
Random Sampling
1:28:05
Systematic Sampling
1:28:35
Stratified Sampling
1:29:35
Types of Statistics
1:32:21
Descriptive Statistics
1:37:36
Measures of Spread
1:44:01
Information Gain & Entropy
1:56:08
Confusion Matrix
2:00:53
Probability
2:03:19
Probability Terminologies
2:04:55
Types of Events
2:05:35
Probability of Distribution
2:10:45
Types of Probability
2:11:10
Marginal Probability
2:11:40
Joint Probability
2:12:35
Conditional Probability
2:13:30
Use-Case
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