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Building Data Science Solutions with Anaconda

You're reading from   Building Data Science Solutions with Anaconda A comprehensive starter guide to building robust and complete models

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Product type Paperback
Published in May 2022
Publisher Packt
ISBN-13 9781800568785
Length 330 pages
Edition 1st Edition
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Author (1):
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Dan Meador Dan Meador
Author Profile Icon Dan Meador
Dan Meador
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Toc

Table of Contents (16) Chapters Close

Preface 1. Part 1: The Data Science Landscape – Open Source to the Rescue
2. Chapter 1: Understanding the AI/ML landscape FREE CHAPTER 3. Chapter 2: Analyzing Open Source Software 4. Chapter 3: Using the Anaconda Distribution to Manage Packages 5. Chapter 4: Working with Jupyter Notebooks and NumPy 6. Part 2: Data Is the New Oil, Models Are the New Refineries
7. Chapter 5: Cleaning and Visualizing Data 8. Chapter 6: Overcoming Bias in AI/ML 9. Chapter 7: Choosing the Best AI Algorithm 10. Chapter 8: Dealing with Common Data Problems 11. Part 3: Practical Examples and Applications
12. Chapter 9: Building a Regression Model with scikit-learn 13. Chapter 10: Explainable AI - Using LIME and SHAP 14. Chapter 11: Tuning Hyperparameters and Versioning Your Model 15. Other Books You May Enjoy

Using advanced conda info and settings

There are many layers to conda, and we've just covered the ones you will use first. There are many other operations that you'll find extremely useful and that will, in turn, enable you to work much more easily.

Let's cover how you can find out where conda is looking for its operations and set up a settings file to keep your preferred way of using conda intact through multiple sessions.

Using conda info to see configuration information

You will find yourself troubleshooting and needing to reference where conda looks for certain settings, and for this, conda info has you covered.

Let's run conda info in our ch_3_env environment and see what we get. Some of the output here has been omitted to keep the code a bit more concise:

conda info 
    active environment : base
    active env location : C:\Users\Dan\anaconda3
       user config file...
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