E-Book, Englisch, 322 Seiten
Wintjen Practical Data Analysis Using Jupyter Notebook
1. Auflage 2020
ISBN: 978-1-83882-509-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Learn how to speak the language of data by extracting useful and actionable insights using Python
E-Book, Englisch, 322 Seiten
ISBN: 978-1-83882-509-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
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Table of Contents - Fundamentals of data analysis
- Overview of Python and Installation of Jupyter notebook
- Getting Started with NumPy
- Creating your first Pandas DataFrame
- Gathering and Loading Data in Python
- Visualizing and working with time series data
- Exploring Cleaning, Refining and Blending Datasets
- Understanding Joins, Relationships and Data Aggregates
- Plotting, Visualization and Storytelling
- Exploring Text Data and Unstructured Data
- Practical Sentiment Analysis
- Discovering Patterns in Data and providing insights