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Artificial Intelligence with Python Cookbook

You're reading from   Artificial Intelligence with Python Cookbook Proven recipes for applying AI algorithms and deep learning techniques using TensorFlow 2.x and PyTorch 1.6

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Product type Paperback
Published in Oct 2020
Publisher Packt
ISBN-13 9781789133967
Length 468 pages
Edition 1st Edition
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Authors (2):
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Ritesh Kumar Ritesh Kumar
Author Profile Icon Ritesh Kumar
Ritesh Kumar
Ben Auffarth Ben Auffarth
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Ben Auffarth
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with Artificial Intelligence in Python 2. Advanced Topics in Supervised Machine Learning FREE CHAPTER 3. Patterns, Outliers, and Recommendations 4. Probabilistic Modeling 5. Heuristic Search Techniques and Logical Inference 6. Deep Reinforcement Learning 7. Advanced Image Applications 8. Working with Moving Images 9. Deep Learning in Audio and Speech 10. Natural Language Processing 11. Artificial Intelligence in Production 12. Other Books You May Enjoy

Getting proficient in Python for AI

In this set of quick-fire recipes, we'll look at ways to become more productive in Jupyter and to write more efficient Python code. If you are not familiar with Jupyter Notebook, please read a tutorial and then come back here. You can find a well-written tutorial at https://realPython.com/jupyter-notebook-introduction/. In the following recipe, we'll assume you have some familiarity with Jupyter Notebook.

Let's look at some simple but very handy tricks to make working in notebooks more comfortable and efficient. These are applicable whether you are relying on a local or hosted Python environment.

In this recipe, we'll look at a lot of different things that can help you become more productive when you are working in your notebook and writing Python code for AI solutions. Some of the built-in or externally available magic commands or extensions can also come in handy (see https://iPython.readthedocs.io/en/stable/interactive/magics...

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