You're reading from Data Science with .NET and Polyglot Notebooks Programmer's guide to data science using ML.NET, OpenAI, and Semantic Kernel

Product type Paperback

Published in Aug 2024

Publisher Packt

ISBN-13 9781835882962

Length 404 pages

Edition 1st Edition

Languages

Tools

Codespaces

Concepts

Artificial Intelligence

Author (1):

Matt Eland

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Table of Contents (22) Chapters

Preface

1. Part 1: Data Analysis in Polyglot Notebooks

2. Chapter 1: Data Science, Notebooks, and Kernels FREE CHAPTER

3. Chapter 2: Exploring Polyglot Notebooks

4. Chapter 3: Getting Data and Code into Your Notebooks

5. Chapter 4: Working with Tabular Data and DataFrames

6. Chapter 5: Visualizing Data

7. Chapter 6: Variable Correlations

8. Part 2: Machine Learning with Polyglot Notebooks and ML.NET

9. Chapter 7: Classification Experiments with ML.NET AutoML

10. Chapter 8: Regression Experiments with ML.NET AutoML

11. Chapter 9: Beyond AutoML: Pipelines, Trainers, and Transforms

12. Chapter 10: Deploying Machine Learning Models

13. Part 3: Exploring Generative AI with Polyglot Notebooks

14. Chapter 11: Generative AI in Polyglot Notebooks

15. Chapter 12: AI Orchestration with Semantic Kernel

16. Part 4: Polyglot Notebooks in the Enterprise

17. Chapter 13: Enriching Documentation with Mermaid Diagrams

18. Chapter 14: Extending Polyglot Notebooks

19. Chapter 15: Adopting and Deploying Polyglot Notebooks

20. Index

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21. Other Books You May Enjoy

Installing Polyglot Notebooks

Once you have VS Code and the required version of .NET installed, open VS Code and let’s walk through the one-time process of installing Polyglot Notebooks. First, let’s clear our workspace by opening a folder where you’d like to store your notebooks.

Do this by using the File menu followed by Open Folder…and then selecting a folder on your machine to open. I typically select an empty folder to keep my projects focused. You’ll now need to install Polyglot Notebooks through the Extensions Marketplace in VS Code.

You can get to the extensions view by pressing Ctrl + Shift + X or by clicking on the four-boxes icon on the sidebar, as shown here:

Figure 2.1 – The Extensions view location

The Extensions view allows you to install a wide variety of extensions in VS Code. Extensions can do a wide variety of things, including the following: