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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

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: Intro to Compilation

Using Compiled Languages
Intro to compiled languages (Rust)
Intro to Rust

Week 10: Profiling

Debugging
Profiling

Week 11: Parallel Computing

Introduction to parallel computing
Programming with OpenMP
Programming with MPI
Parallel computing

Week 12: Mixing Languages

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

Bonus: Exotic topics

WebAssembly
Useful shell tools and tricks

.md

Profiling

Profiling#

Please access the PDF of the slides here.

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Debugging

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Introduction to parallel computing

By Henry Schreiner, Romain Teyssier

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