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Ivan Idris

Python Data Analysis

Python is a multi-paradigm programming language well suited for both object-oriented application development as well as functional design patterns. Python has become the language of choice for data scientists for data analysis, visualization, and machine learning. It will give you velocity and promote high productivity.
This book will teach novices about data analysis with Python in the broadest sense possible, covering everything from data retrieval, cleaning, manipulation, visualization, and storage to complex analysis and modeling. It focuses on a plethora of open source Python modules such as NumPy, SciPy, matplotlib, pandas, IPython, Cython, scikit-learn, and NLTK. In later chapters, the book covers topics such as data visualization, signal processing, and time-series analysis, databases, predictive analytics and machine learning. This book will turn you into an ace data analyst in no time.
398 printed pages
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  • Marcos Armando Márquez Rosashas quoted3 years ago
    NumPy arrays are, in fact, specialized objects with extensive optimizations
  • Marcos Armando Márquez Rosashas quoted3 years ago
    NumPy Cookbook, Ivan Idris (2012)
    Parallel Programming with
  • Marcos Armando Márquez Rosashas quoted3 years ago
    NumPy Beginner's Guide - Second Edition, Ivan Idris (2013)

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