Python Data Analysis - Ivan Idris - Books - Packt Publishing Limited - 9781783553358 - October 31, 2014
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Python Data Analysis

Ivan Idris

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Python Data Analysis

Learn how to apply powerful data analysis techniques with popular open source Python modules

About This Book

  • Learn how to find, manipulate, and analyze data using Python
  • Perform advanced, high performance linear algebra and mathematical calculations with clean and efficient Python code
  • An easy-to-follow guide with realistic examples that are frequently used in real-world data analysis projects

Who This Book Is For

This book is for programmers, scientists, and engineers who have knowledge of the Python language and know the basics of data science. It is for those who wish to learn different data analysis methods using Python and its libraries. This book contains all the basic ingredients you need to become an expert data analyst.

In Detail

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.


348 pages

Media Books     Paperback Book   (Book with soft cover and glued back)
Released October 31, 2014
ISBN13 9781783553358
Publishers Packt Publishing Limited
Pages 348
Dimensions 235 × 192 × 22 mm   ·   598 g
Language English  

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