Curriculum
13 Sections
42 Lessons
10 Weeks
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Introduction
1
1.1
Intro l
Overview
3
2.1
Overview l
4 Minutes
2.2
Overview ll
6 Minutes
2.3
Overview lll
6 Minutes
Problem and Definition
4
3.1
Problem and Definition l
7 Minutes
3.2
Problem and Definition ll
7 Minutes
3.3
Problem and Definition lll
3.4
Problem and Definition IV
Data Collection and Processing
6
4.1
Data Collection and Processing l
7 Minutes
4.2
Data Collection and Processing ll
13 Minutes
4.3
Data Collection and Processing lll
12 Minutes
4.4
Data Collection and Processing IV
8 Minutes
4.5
Data Collection and Processing V
10 Minutes
4.6
Data Collection and Processing VI
10 Minutes
Algorithm Selection and Development
23
5.1
Algorithm Selection and Development l
8 Minutes
5.2
Algorithm Selection and Development ll
10 Minutes
5.3
Algorithm Selection and Development lll
6 Minutes
5.4
Algorithm Selection and Development IV
7 Minutes
5.5
Algorithm Selection and Development V
7 Minutes
5.6
Algorithm Selection and Development VI
10 Minutes
5.7
Algorithm Selection and Development VII
7 Minutes
5.8
Algorithm Selection and Development VIII
8 Minutes
5.9
Algorithm Selection and Development IX
6 Minutes
5.10
Algorithm Selection and Development X
19 Minutes
5.11
Algorithm Selection and Development XI
6 Minutes
5.12
Algorithm Selection and Development XII
8 Minutes
5.13
Algorithm Selection and Development XIII
14 Minutes
5.14
Algorithm Selection and Development XIV
9 Minutes
5.15
Algorithm Selection and Development XV
10 Minutes
5.16
Algorithm Selection and Development XVI
4 Minutes
5.17
Algorithm Selection and Development XVII
4 Minutes
5.18
Algorithm Selection and Development XVIII
5.19
Algorithm Selection and Development XIX
9 Minutes
5.20
Algorithm Selection and Development XX
8 Minutes
5.21
Algorithm Selection and Development XXI
8 Minutes
5.22
Algorithm Selection and Development XXII
17 Minutes
5.23
Algorithm Selection and Development XXIII
8 Minutes
Feature Engineering
5
6.1
Feature Engineering I
6.2
Feature Engineering II
6.3
Feature Engineering III
6.4
Feature Engineering IV
6.5
Feature Engineering V
Development
0
Monitoring and Maintenance
0
Collaboration
0
Research and Innovation
0
Ethical Considerations
0
Roadmap
0
Summary
0
Mastering AI
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Curriculum
Intro l
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