Title: Principles of Data Science with Python: Introduction to Scientific Computing, Data Analysis, and Data Visualization
Publisher: Arash Karimpour
Publication Date: 2020
Language: English
ISBN 10: 1735241008
ISBN 13: 9781735241005
Binding: Soft cover
Condition: New

About this title

Synopsis

In this book, readers learn about:

• Programming with the Python language
• Scientific computing, data analysis, and data visualization with Python
• Data structure in Python
• NumPy library and NumPy arrays
• Statistical functions
• Pandas library and Pandas DataFrames
• Time-series in Python
• Matplotlib library and data visualization
• SciPy library
• Interpolation, curve fitting, root finding, and numerical integration
• Signal processing and digital filtering
• Reading and writing data files

Please note that this book focuses on scientific computing and data analysis and DOES NOT cover machine learning or artificial intelligence topics.

"About this title" may belong to another edition of this title.

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