Book Repo

Rhetoric: Power of persuasion: Where is it located in our brain?

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Part I: Mathematical Modeling

Chapter 1: Introduction to Mathematical Modeling

Chapter 2: Machine Learning vis-a-vis Mathematical Modeling

Part II: Mathematical Tools

Chapter 3: Principal Component Analysis (link in chapter page 39)

Chapter 4: Gradient Descent

Chapter 5: Support Vector Machine

Chapter 6: Graphs (link in chapter page 67)

Chapter 7: Kalman Filter

Chapter 8: Markov Chain

Part III: Mathematical Optimization

Chapter 9: Exploring Optimization Techniques (link in chapter page 98)

Chapter 10: Optimization Techniques for Machine Learning