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Data Science with .NET and Polyglot Notebooks

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

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Product type Paperback
Published in Aug 2024
Publisher Packt
ISBN-13 9781835882962
Length 404 pages
Edition 1st Edition
Languages
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Author (1):
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Matt Eland Matt Eland
Author Profile Icon Matt Eland
Matt Eland
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Table of Contents (22) Chapters Close

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 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

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:

  • Adding compiler support for a new language...
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