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Data Science Intermediate

Machine Learning A-Z: AI, Python & R

Learn to create Machine Learning algorithms in Python and R. Includes Deep Learning, NLP, and Reinforcement Learning.

4.8
(5 ratings)
0 students
John Anderson Created by John Anderson
English
Certificate

Course Description

Learn to create Machine Learning algorithms in Python and R. Includes Deep Learning, NLP, and Reinforcement Learning.

What You'll Learn

Build ML models from scratch
Deep Learning with TensorFlow
Natural Language Processing
Computer Vision basics

Requirements

  • Basic Python or R knowledge
  • High school math

Course Content

138 lectures 42.0 hours total length
Review & Setup
28 lectures 389m
Review & Setup - Lesson 1 Preview
7m
Review & Setup - Lesson 2 Preview
16m
Review & Setup - Lesson 3
15m
Review & Setup - Lesson 4
7m
Review & Setup - Lesson 5
16m
Review & Setup - Lesson 6
21m
Review & Setup - Lesson 7
22m
Review & Setup - Lesson 8
11m
Review & Setup - Lesson 9
25m
Review & Setup - Lesson 10
8m
Review & Setup - Lesson 11
5m
Review & Setup - Lesson 12
23m
Review & Setup - Lesson 13
14m
Review & Setup - Lesson 14
13m
Review & Setup - Lesson 15
10m
Review & Setup - Lesson 16
15m
Review & Setup - Lesson 17
15m
Review & Setup - Lesson 18
16m
Review & Setup - Lesson 19
7m
Review & Setup - Lesson 20
22m
Review & Setup - Lesson 21
15m
Review & Setup - Lesson 22
13m
Review & Setup - Lesson 23
5m
Review & Setup - Lesson 24
5m
Review & Setup - Lesson 25
14m
Review & Setup - Lesson 26
19m
Review & Setup - Lesson 27
23m
Review & Setup - Lesson 28
7m
Advanced Concepts
28 lectures 399m
Advanced Concepts - Lesson 1
19m
Advanced Concepts - Lesson 2
6m
Advanced Concepts - Lesson 3
18m
Advanced Concepts - Lesson 4
22m
Advanced Concepts - Lesson 5
5m
Advanced Concepts - Lesson 6
12m
Advanced Concepts - Lesson 7
14m
Advanced Concepts - Lesson 8
8m
Advanced Concepts - Lesson 9
16m
Advanced Concepts - Lesson 10
22m
Advanced Concepts - Lesson 11
8m
Advanced Concepts - Lesson 12
14m
Advanced Concepts - Lesson 13
16m
Advanced Concepts - Lesson 14
14m
Advanced Concepts - Lesson 15
6m
Advanced Concepts - Lesson 16
10m
Advanced Concepts - Lesson 17
16m
Advanced Concepts - Lesson 18
11m
Advanced Concepts - Lesson 19
17m
Advanced Concepts - Lesson 20
25m
Advanced Concepts - Lesson 21
15m
Advanced Concepts - Lesson 22
18m
Advanced Concepts - Lesson 23
16m
Advanced Concepts - Lesson 24
8m
Advanced Concepts - Lesson 25
11m
Advanced Concepts - Lesson 26
12m
Advanced Concepts - Lesson 27
16m
Advanced Concepts - Lesson 28
24m
Deep Dive
28 lectures 419m
Deep Dive - Lesson 1
5m
Deep Dive - Lesson 2
25m
Deep Dive - Lesson 3
7m
Deep Dive - Lesson 4
10m
Deep Dive - Lesson 5
22m
Deep Dive - Lesson 6
9m
Deep Dive - Lesson 7
15m
Deep Dive - Lesson 8
16m
Deep Dive - Lesson 9
19m
Deep Dive - Lesson 10
7m
Deep Dive - Lesson 11
25m
Deep Dive - Lesson 12
5m
Deep Dive - Lesson 13
20m
Deep Dive - Lesson 14
16m
Deep Dive - Lesson 15
11m
Deep Dive - Lesson 16
24m
Deep Dive - Lesson 17
23m
Deep Dive - Lesson 18
7m
Deep Dive - Lesson 19
16m
Deep Dive - Lesson 20
22m
Deep Dive - Lesson 21
23m
Deep Dive - Lesson 22
11m
Deep Dive - Lesson 23
19m
Deep Dive - Lesson 24
6m
Deep Dive - Lesson 25
20m
Deep Dive - Lesson 26
16m
Deep Dive - Lesson 27
10m
Deep Dive - Lesson 28
10m
Real-World Applications
28 lectures 427m
Real-World Applications - Lesson 1
13m
Real-World Applications - Lesson 2
24m
Real-World Applications - Lesson 3
25m
Real-World Applications - Lesson 4
5m
Real-World Applications - Lesson 5
25m
Real-World Applications - Lesson 6
10m
Real-World Applications - Lesson 7
8m
Real-World Applications - Lesson 8
24m
Real-World Applications - Lesson 9
13m
Real-World Applications - Lesson 10
21m
Real-World Applications - Lesson 11
15m
Real-World Applications - Lesson 12
7m
Real-World Applications - Lesson 13
16m
Real-World Applications - Lesson 14
11m
Real-World Applications - Lesson 15
6m
Real-World Applications - Lesson 16
8m
Real-World Applications - Lesson 17
14m
Real-World Applications - Lesson 18
9m
Real-World Applications - Lesson 19
22m
Real-World Applications - Lesson 20
21m
Real-World Applications - Lesson 21
8m
Real-World Applications - Lesson 22
19m
Real-World Applications - Lesson 23
23m
Real-World Applications - Lesson 24
22m
Real-World Applications - Lesson 25
15m
Real-World Applications - Lesson 26
25m
Real-World Applications - Lesson 27
6m
Real-World Applications - Lesson 28
12m
Mastery
26 lectures 385m
Mastery - Lesson 1
21m
Mastery - Lesson 2
16m
Mastery - Lesson 3
9m
Mastery - Lesson 4
11m
Mastery - Lesson 5
14m
Mastery - Lesson 6
16m
Mastery - Lesson 7
20m
Mastery - Lesson 8
20m
Mastery - Lesson 9
10m
Mastery - Lesson 10
20m
Mastery - Lesson 11
17m
Mastery - Lesson 12
21m
Mastery - Lesson 13
17m
Mastery - Lesson 14
10m
Mastery - Lesson 15
5m
Mastery - Lesson 16
24m
Mastery - Lesson 17
8m
Mastery - Lesson 18
5m
Mastery - Lesson 19
11m
Mastery - Lesson 20
16m
Mastery - Lesson 21
17m
Mastery - Lesson 22
16m
Mastery - Lesson 23
13m
Mastery - Lesson 24
21m
Mastery - Lesson 25
6m
Mastery - Lesson 26
21m

Instructor

John Anderson

John Anderson

Data Science Engineer

4.7 Rating
9800 Students
6 Courses

PhD in Computer Science from MIT. Specialist in machine learning, data visualization, and statistical modeling. Published 20+ research papers.

Student Reviews

S
Sarah Johnson Mar 27, 2026
Very practical

Unlike other courses, this one focuses on real-world applications. Love it.

S
Sarah Johnson Mar 27, 2026
Great for beginners

I had zero experience and now I feel confident. Amazing teaching.

S
Sarah Johnson Mar 27, 2026
Best course I've taken!

Incredibly well-structured. The instructor explains complex concepts in a simple way.

S
Sarah Johnson Mar 27, 2026
Solid course

Good content, well-paced. Could use more exercises but overall excellent.

S
Sarah Johnson Mar 27, 2026
Life-changing!

Landed my dream job after completing this course. Can't recommend enough.

Machine Learning A-Z: AI, Python & R
$119
$249
52% off
Duration
42.0 hours
Lectures
138
Level
Intermediate
Language
English
Certificate
Yes

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