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Introduction to Machine Learning Concepts
Curriculum
10 Sections
10 Lessons
10 Weeks
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Understanding Machine Learning
1
1.1
Understanding Machine Learning
10 mins
Types of Machine Learning
1
2.1
Types of Machine Learning
10 mins
Core Concepts in Machine Learning
1
3.1
Core Concepts in Machine Learning
10 mins
Data Preparation and Feature Engineering
1
4.1
Data Preparation and Feature Engineering
10 mins
Training and Evaluating ML Models
1
5.1
Training and Evaluating ML Models
10 mins
Overfitting and Underfitting
1
6.1
Overfitting and Underfitting
10 mins
Common Machine Learning Algorithms
1
7.1
Common Machine Learning Algorithms
10 mins
Summary
1
8.1
Summary
10 mins
Exam Essentials
1
9.1
Exam Essentials
10 mins
Review Questions
1
10.1
Review Questions
10 mins
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