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Welcome

Introduction

Syllabus
Learning tips
Homework instructions
Frequently asked questions
Learning with artificial intelligence
External resources

Week 01 - Getting started

Installing Python
Why program?
Assignment 01

Week 02 - Gaining speed

Installing Jupyter
Introduction to Jupyter
Lessons
Assignment 02

Week 03 - Control flow

Introduction to Jupyter Notebooks
Lessons
Assignment 03

Week 04 - Strings, Files and Lists

Documenting functions and testing their output
Lessons
Assignment 04

Week 05 - Scientific python

Installing python packages
Jupyter notebooks tips and tricks
Introduction to scientific python: numpy and matplotlib
Assignment 05

Week 06 - Scientific python - continued

Python tuples
Computations with numpy
Assignment 06

Week 07 - Numerics

Numpy as numerical solver
Assignment 07

Week 08 - Pandas

Python dictionaries
Pandas: working with tabular data
Assignment 08

Project

Programming project

Week 09 - Multidimensional arrays

Multi-dimensional numpy arrays
Assignment 09

Week 10 - Scientific python

Scientific python
Assignment 10

Homework cookbook

Introduction

Previous exams

Correction of the exam 2023

Binder

Repository
Suggest edit
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.ipynb

Reading netCDF files with xarray

Reading netCDF files with xarray#

TODO: xarray recipe

previous

Reading geotiff files with rasterio

next

Correction of the exam 2023

By Fabien Maussion

Last updated on Aug 13, 2024.

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