Intermediate Path

This learning path was presented at SciPy 2023. It covers intermediate and more advanced topics and is a good follow-on from the Fundamental Path

The tutorial was organized by:

• Deepak Cherian (National Center for Atmospheric Research)

• Scott Henderson (Univ. Washington)

• Jessica Scheick (Univ. New Hampshire)

• Negin Sobhani (National Center for Atmospheric Research)

• Tom Nicholas (Lamont-Doherty Earth Observatory)

• Anderson Banihirwe (CarbonPlan)

• Don Setiawan (Univ. Washington)

Outline

Introduction

Get Started

Indexing

Advanced Indexing

Computational Patterns

Computational Patterns

Wrapping other arrays: dask

Parallel computing with Dask

Wrapping custom computation

A gentle introduction

Core dimensions

Handling complex output

Explore the remaining material