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Introduction

COMPUTER SCIENCE

CS 300: Operating Systems
- OSTEP 30 - Condition Variables
- ZyBooks 10.1 - Security Goals and Threats
CS 301: Database Management Systems
CS 403: Programming Languages
CS 438: Computer Communication & Networks
CS 470: Computer Algorithms
CS 483: Computational Foundations of ML
CS 491: Autonomous Vehicles
- ROS Tutorials
- Xbox Controller Setup

MATHEMATICS

MATH 457: Stochastic Processes I

APPLIED STATISTICS

ST 531: Data Mining I
ST 552: Applied Regression Analysis
ST 553: Multivariate Regression Analysis
ST 554: Mathematical Statistics I
ST 555: Mathematical Statistics II
- Multivariate Distributions
- Homework 1
ST 560: Statistical Methods

GENERAL

EC 110: Microeconomics
GY 101: Atmospheric Processes & Patterns
GY 102: Earth Surface Processes

OTHER

Designing Machine Learning Systems
- 1 - Overview of ML Systems
- 2 - Introduction to ML Systems Design
Docker
FastAPI
pytest
SQLAlchemy
Youtube to MP3 in Python

Repository
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FastAPI

FastAPI#

These tutorials follow the FastAPI documentation found here: https://fastapi.tiangolo.com/learn/

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0 - Pre-reqs

By Michael T. Moen

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