critical-thinking/course_outline/current_learning.md

Learning Path

Definitely Enroll

1. Model Thinking
2. ASU Complex Systems Science
3. Computational Social Science Graduate Certificate

Review of Fundamentals

1. Set Theory and Logic Lectures
2. Introduction to Symbolic Logic
3. An Introduction to Propositional Logic
4. An Introduction to Predicate Logic
5. UML Diagrams for Beginners
6. Stanford CS109 Introduction to Probability for Computer Scientists I 2022 I Chris Piech CS 109
7. Object Oriented Systems Analysis and Design (Systems Analysis and Design in a Changing World)
8. Optimization and simulation

Core Computer Science

1. Foundations of Computer Science University of Toronto
2. Introduction to Computer Science
3. Algorithm Design Manual
4. Data Modeling Essentials

Core Statistics

1. stat_rethinking_2023
2. intuitivebayes
3. Machine Learning and Bayesian Inference
4. Advanced Data Analysis
   • ADA Reading Group

Process Mining

1. process mining

Core Systems

1. fundamentals-of-systems-engineering
2. introduction-to-system-dynamics
3. computational-science-and-engineering

Additional Systems Science

1. SOS 220 (2023, Spring): Systems Thinking
2. SOS 212 (2022, Fall): Systems, Dynamics, and Sustainability
3. IEE 475 (2022, Fall): Simulating Stochastic Systems - Classroom Recordings
4. IEE/CSE 598 (2022, Spring): Bio-Inspired AI and Optimization - Classroom Recordings
5. IEE 475 (2021, Fall): Simulating Stochastic Systems - Classroom Recordings

Extra Resources and Demonstrations

1. HSMA Program
2. HSMA4
3. Artificial Intelligence
4. Drawing Causal Inference from Big Data