Jakes Personal Masters

I am curious and want to learn a bunch of different subjects from a bunch of different fields. This is an attempt to do that in as free and open-source as possible of a way.

Courses & Topics of Interest

AI & ML

1. Introduction to Artificial Intelligence
2. Machine Learning
3. Deep Learning
4. Natural Language Processing

Ethics

1. Foundations of Humane Technology
2. Fairness and Machine Learning Book
3. Data Science Ethics
4. Calling Bullshit

Computer Science

1. Introduction to Computer Science
2. Analysis of Algorithms
3. Theory of Computation
4. Algorithmic Game Theory

Cryptography

1. Cryptography

Math & Stats

1. Linear Algebra
2. Probability & Random Variables
3. Game Theory

Finance

1. An Introduction to Quantitative Finance
2. Introduction to Quantitative Methods in Finance (Python)
3. Investment Banking
4. Fixed Income
5. Portfolio Management
6. Derivatives and Risk Management
7. Alternative Investments
8. Quantitative Finance
9. Programming Business Model (Python)

Research

1. Understanding Research Methods

Course Order

1. Introduction to Computer Science
   • Notes and other materials and also the materials from the course visual studio
2. Introduction to Artificial Intelligence
   • Notes and other materials
3. An Introduction to Quantitative Finance
   • Notes and other Materials