pankajsurti / csharp-notebooks

Get started learning C# with C# notebooks powered by .NET Interactive and VS Code.

.NET Interactive Notebooks for C#

Welcome to the home of .NET interactive notebooks for C#!

How to Install

VS Code

1. Download the .NET Coding Pack for VS Code for Windows or macOS.
2. Install the Polyglot Notebooks extension.

C# 101

Download or clone this repo and open the csharp-101 folder in VS Code to get started with the C# 101 notebooks. Or, if you want just tap on one of the Notebook links below and automatically have it open in VS Code!

#	Topic	Notebook Link	Video Link	Documentation
1	Hello World	01 Notebook	01 Video	Intro to C#
2	The Basics of Strings	02 Notebook	02 Video	Intro to C#
3	Searching Strings	03 Notebook	03 Video	Intro to C#
4	Numbers and Integers Math	04 Notebook	04 Video	Numbers in C#
5	Numbers and Integer Precision	05 Notebook	05 Video	Numbers in C#
6	Numbers and Decimals	06 Notebook	06 Video	Numbers in C#
7	Branches (if)	07 Notebook	07 Video	Branches and Loops in C#
8	What Are Loops?	08 Notebook	08 Video	Branches and Loops in C#
9	Combining Branches and Loops	09 Notebook	09 Video	Branches and Loops in C#
10	Arrays, Lists, and Collections	10 Notebook	10 Video	Arrays, Lists, and Collections in C#
11	Search, Sort, and Index Lists	11 Notebook	11 Video	Arrays, Lists, and Collections in C#
12	Lists of Other Types	12 Notebook	12 Video	Arrays, Lists, and Collections in C#
13	Objects and Classes	13 Notebook	13 Video	Object Oriented Coding in C#
14	Methods and Members	14 Notebook	14 Video	Object Oriented Coding in C#
15	Methods and Exceptions	15 Notebook	15 Video	Object Oriented Coding in C#

Machine Learning

Download or clone this repo and open the machine-learning folder to get started with the machine-learning notebooks.

Getting Started Series

#	Topic	Notebook Link
1	Intro to Machine Learning	01 Notebook
2	Data Prep and Feature Engineering	02 Notebook
3	Training and AutoML	03 Notebook
4	Model Evaluation	04 Notebook
5	AutoML Sweepable API	05 Notebook
6	AutoML Tuners	06 Notebook

End to End (E2E) Notebooks - examples of the entire ML process.

#	Topic	Github Link
E2E	Classification using AutoML (Iris Dataset)	Iris E2E AutoML
E2E	Forecasting using Regression (Luna Dataset)	Luna E2E Regression
E2E	Forecasting using SSA (Luna Dataset)	Luna E2E SSA
E2E	Regression using AutoML (Taxi Dataset)	Taxi E2E AutoML
E2E	Text Classification API (Yelp Dataset)	Text Classification API

Reference Notebooks

#	Topic	Github Link
REF	Data Processing with DataFrame	Data Frame
REF	Graphs and Visualizations	Visualizations
REF	Kaggle Competitions (Titanic Dataset)	Kaggle
REF	AutoML Search Space	AutoML Search Space

.NET Foundation

.NET Interative Notebooks for C# is a .NET Foundation project.

There are many .NET related projects on GitHub.

• .NET home repo - links to 100s of .NET projects, from Microsoft and the community.
• ASP.NET Core home - the best place to start learning about ASP.NET Core.

This project has adopted the code of conduct defined by the Contributor Covenant to clarify expected behavior in our community. For more information, see the .NET Foundation Code of Conduct.

License

.NET (including the csharp-notebooks repo) is licensed under the MIT license.