$2 hr Linear Algebra Tutor for Machine Learning $2 hr
Budget: $2 – $8 USD
Linear algebra tutor for the books below
Week 1
Mathematics for Machine Learning — Deisenroth
• Chapter 1: Introduction and Motivation https://mml-book.github.io/
• Chapter 2: Linear Algebra 2.1,2.2,2.3,2.4,2.5,2.6,2.7
Introduction to Linear Algebra — Strang https://drive.google.com/file/d/12rIg9B1DrFxB0eAYMZ4zmnMJAsyH-rZ9/view?usp=drive_link
• Chapter 1: Introduction to Vectors 1.1,1.2,1.3
• Chapter 2: Solving Linear Equations 2.1,2.2,2.3,2.4,2.5,2.6,2.7
Acceptance criteria
• I can independently solve the end-of-chapter exercises.
• I can articulate how eigen-decomposition, SVD and vector spaces appear in common ML workflows.
Week 1
Mathematics for Machine Learning — Deisenroth
• Chapter 1: Introduction and Motivation https://mml-book.github.io/
• Chapter 2: Linear Algebra 2.1,2.2,2.3,2.4,2.5,2.6,2.7
Introduction to Linear Algebra — Strang https://drive.google.com/file/d/12rIg9B1DrFxB0eAYMZ4zmnMJAsyH-rZ9/view?usp=drive_link
• Chapter 1: Introduction to Vectors 1.1,1.2,1.3
• Chapter 2: Solving Linear Equations 2.1,2.2,2.3,2.4,2.5,2.6,2.7
Acceptance criteria
• I can independently solve the end-of-chapter exercises.
• I can articulate how eigen-decomposition, SVD and vector spaces appear in common ML workflows.