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Week 1: Intro

Introductions and motivation
Unix setup and tools
Version control overview
Programming basics
Programming/style general practices
Code cleanup example

Week 2: Version Control

Introduction and Motivation
First steps with git
More advanced steps with git

Week 3: Testing

Python Setup
Intro to testing
Intro to pytest
Test Driven Development (TDD)
Logging & Debugging

Week 4: Continuous Integration

Continuous Integration
Continuous Deployment
Generating documentation

Week 5: Packaging and Quality Control

Packaging and quality control
Using packages
Making a Package
Pre-commit
Task runners

Week 6: Object Oriented design

Intro to Object Oriented Programming (OOP)
Object Oriented Design

Week 7: Design Patterns

Design patterns
Functional programming

Week 8: Static Typing

Static Typing

Week 9: Mixing Languages

Shared object files
CPython
pybind11
Binding detailed example: Minuit2
Extensions with Rust

Week 10: Intro to Compilation

Using Compiled Languages

Week 12: Parallel Computing

Programming with MPI

Bonus: Exotic topics

WebAssembly
Useful shell tools and tricks

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By Henry Schreiner, Romain Teyssier

© Copyright 2023.