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Principles of Data Science with Python: Introduction to Scientific Computing, Data Analysis, and Data Visualization - Softcover
Inhaltsangabe
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.
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Principles of Data Science with Python: Introduction to Scientific Computing, Data Analysis, and Data Visualization
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