Curriculum
- 7 Sections
- 38 Lessons
- Lifetime
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- 1.Mathematics for Machine Learning14
- 1.1Why Mathematics for Machine Learning?
- 1.21.1 Linear Algebra
- 1.31.1.1 Vectors
- 1.41.1.2 Vector Operators
- 1.5Quiz – Vectors5 Questions
- 1.61.2.1 Matrices
- 1.71.2.2 Matrix Operators
- 1.8Quiz – Matrices7 Questions
- 1.91.2 Statistics
- 1.101.2.1 Descriptive Statistics
- 1.11Quiz – Descriptive Statistics5 Questions
- 1.121.3 Probabilities
- 1.131.3.1 Basic Probability Rules
- 1.14Quiz – Mathematics for ML5 Questions
- 2. Process of Machine Learning4
- 3. Types of Machine Learning5
- 4. Machine Learning Workflow9
- Mathematics for Machine Learning - Demo3
- Process of Machine Learning - Demo5
- Introduction to Machine Learning - Demo6