The applied data science workshop /
The Applied Data Science Workshop explores the key elements and interesting applications of data science techniques with the help of practical examples and interactive exercises. Following a hands-on approach, it allows you the freedom of analyzing data in the Jupyter Notebook effectively using many...
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Online Access: |
Full text (MCPHS users only) |
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Main Author: | |
Format: | Electronic eBook |
Language: | English |
Published: |
Birmingham, UK :
Packt Publishing,
2020
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Edition: | Second edition. |
Subjects: | |
Local Note: | ProQuest Ebook Central |
Table of Contents:
- Introduction to Jupyter Notebooks
- Data exploration with Jupyter
- Preparing data for predictive modeling
- Training classification models
- Model validation and optimization
- Web scraping with Jupyter Notebooks.