Merge pull request #3373 from kedro-org/merge-main-to-develop

[AUTO-MERGE] Merge main into develop via merge-main-to-develop

docs/source/course/index.md

@@ -0,0 +1,84 @@
+# Learn Kedro with hands-on video
+
+If you like to learn from video, you can follow our [hands-on course "Introduction to Kedro: Building Maintainable Data Pipelines" on YouTube](https://www.youtube.com/playlist?list=PL-JJgymPjK5LddZXbIzp9LWurkLGgB-nY).
+
+The course is structured into sections and these are each broken into short videos that cover specific Kedro topics. You'll walk through the [spaceflights tutorial](../tutorial/spaceflights_tutorial.md) and get hands-on with the example. Along the way, you'll learn key Kedro concepts like datasets and the Kedro Data Catalog, nodes and pipelines, and configuration management.
+
+## Who is this course for?
+
+This course is for data scientists, data engineers and machine learning engineers. You can be junior, mid-level or senior in your field of work. You're likely to be hands-on with projects, or a decision-maker who regularly makes design and implementation choices about Python data products.
+
+We assume you know these concepts:
+
+* Python basics (coding on Jupyter and other notebook interfaces)
+* Manipulating data with pandas
+* Visualising insights
+* Command line basics
+
+We don't assume knowledge of software engineering in Python, so the course contains information about reusability principles, how to create a Python package, and how to use version control.
+
+## What you'll learn
+
+In short, you'll learn answers to the following:
+
+* Introduction to Kedro
+* What is Kedro? How does it help you create maintainable, reusable data science code?
+* How does Kedro fit into the data science ecosystem?
+* What do you need to do to create a Kedro project?
+* How can you refactor a Jupyter notebook to a Kedro project?
+* How do you package Python code as a library?
+* How do you work with Kedro projects in VSCode?
+* What are namespaces and dataset factories?
+* What is needed to deploy a Kedro project using container solutions like Docker and open source orchestrators like Airflow?
+* What are Kedro plugins?
+* How can you contribute to Kedro?
+
+
+You don't need to register for the course and you can skip around the sections to find help on a particular area as you pick up the skills needed to build your own Kedro projects.
+
+## Index of videos
+
+[Introduction to Kedro: Building Maintainable Data Pipelines](https://www.youtube.com/playlist?list=PL-JJgymPjK5LddZXbIzp9LWurkLGgB-nY) is split into the following videos:
+
+### Part 0: Introduction
+
+1. [Data science in production: the good, the bad and the ugly](https://www.youtube.com/watch?v=DD7JuYKp6BA)
+1. [What is Kedro?](https://www.youtube.com/watch?v=PdNkECqvI58)
+1. [Kedro and data orchestrators](https://www.youtube.com/watch?v=_HH8SCmCP_Q)
+1. [How does Kedro fit into the data science ecosystem?](https://www.youtube.com/watch?v=nAyUqORd9R8)
+
+### Part 1: Get started with Kedro
+
+1. [Create a Kedro project from scratch?](https://www.youtube.com/watch?v=YBY2Lcz7Gw4)
+1. [The spaceflights starter](https://www.youtube.com/watch?v=K6PhgVyXhWE)
+1. [Use Kedro from Jupyter notebook](https://www.youtube.com/watch?v=3q2RNWLibyY)
+1. [Set up the Kedro Data Catalog](https://www.youtube.com/watch?v=rl2cncGxyts)
+1. [Explore the spaceflights data](https://www.youtube.com/watch?v=bZD8N0yv3Fs)
+1. [Refactor your data processing code into functions](https://www.youtube.com/watch?v=VFcrvnnNas4)
+1. [Create your first data pipeline with Kedro](https://www.youtube.com/watch?v=VFcrvnnNas4)
+1. [Assemble your nodes into a Kedro pipeline](https://www.youtube.com/watch?v=P__gFG1TmMo)
+1. [Run your Kedro pipeline](https://www.youtube.com/watch?v=sll_LhZE-p8)
+1. [Visualise your data pipeline with Kedro-Viz](https://www.youtube.com/watch?v=KWqSzbHgNW4)
+
+### Part 2: Make complex Kedro pipelines
+
+1. [Merge different dataframes in Kedro](https://www.youtube.com/watch?v=ctTFAeL4JgU)
+1. [Predict prices using machine learning](https://www.youtube.com/watch?v=Y4JvVO2DOJA)
+1. [Refactor your data science code into functions](https://www.youtube.com/watch?v=zvAnE05-agw)
+1. [How to work with parameters in Kedro](https://www.youtube.com/watch?v=eIA12RQMlFY)
+1. [Create a Kedro pipeline with parameters](https://www.youtube.com/watch?v=iRwy-IStfPo)
+1. [Reuse your Kedro pipeline using namespaces](https://www.youtube.com/watch?v=cYHHVAoWZ2E)
+1. [Kedro pipeline runners](https://www.youtube.com/watch?v=_B6R2uOj3-s)
+1. [Create Kedro datasets dynamically using factories](https://www.youtube.com/watch?v=tNE-tdvHNP8)
+
+### Part 3: Ship your Kedro project to production
+
+1. [Define your own Kedro environments](https://www.youtube.com/watch?v=9quRBGDOFq8)
+1. [Use S3 and MinIO cloud storage with Kedro](https://www.youtube.com/watch?v=TkoBEQIdHbA)
+1. [Package your Kedro project into a Python wheel](https://www.youtube.com/watch?v=yaoAQVX0iM8)
+1. [Turn your Kedro project into a Docker container](https://www.youtube.com/watch?v=lA-Ivuxmakw&list=PL-JJgymPjK5LddZXbIzp9LWurkLGgB-nY&index=26&t=1s&pp=gAQBiAQB)
+1. [Deploy your Kedro project to Apache Airflow](https://www.youtube.com/watch?v=AhCcnJ1Au70)
+
+### Part 4: Where next?
+
+[Continue your Kedro journey](https://www.youtube.com/watch?v=JvXhv8_0tlE)

docs/source/index.rst

@@ -61,6 +61,7 @@ Welcome to Kedro's documentation!
 
    introduction/index.md
    get_started/index.md
+   course/index.md
 
 .. toctree::
    :maxdepth: 2