Python Data Analysis - Second Edition

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

Python Data Analysis - Second Edition

Armando Fandango

4 customer reviews
Learn how to apply powerful data analysis techniques with popular open source Python modules
Mapt Subscription
FREE
$30.00/m after trial
eBook
$28.00
RRP $39.99
Save 29%
Print + eBook
$49.99
RRP $49.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$28.00
$49.99
$29.99 p/m after trial
RRP $39.99
RRP $49.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Python Data Analysis - Second Edition Book Cover
Python Data Analysis - Second Edition
$ 39.99
$ 28.00
Python: End-to-end Data Analysis Book Cover
Python: End-to-end Data Analysis
$ 71.99
$ 50.40
Buy 2 for $35.00
Save $76.98
Add to Cart

Book Details

ISBN 139781787127487
Paperback330 pages

Book Description

Data analysis techniques generate useful insights from small and large volumes of data. Python, with its strong set of libraries, has become a popular platform to conduct various data analysis and predictive modeling tasks.

With this book, you will learn how to process and manipulate data with Python for complex analysis and modeling. We learn data manipulations such as aggregating, concatenating, appending, cleaning, and handling missing values, with NumPy and Pandas. The book covers how to store and retrieve data from various data sources such as SQL and NoSQL, CSV fies, and HDF5. We learn how to visualize data using visualization libraries, along with advanced topics such as signal processing, time series, textual data analysis, machine learning, and social media analysis.

The book covers a plethora of Python modules, such as matplotlib, statsmodels, scikit-learn, and NLTK. It also covers using Python with external environments such as R, Fortran, C/C++, and Boost libraries.

Table of Contents

What You Will Learn

  • Install open source Python modules such NumPy, SciPy, Pandas, stasmodels, scikit-learn,theano, keras, and tensorflow on various platforms
  • Prepare and clean your data, and use it for exploratory analysis
  • Manipulate your data with Pandas
  • Retrieve and store your data from RDBMS, NoSQL, and distributed filesystems such as HDFS and HDF5
  • Visualize your data with open source libraries such as matplotlib, bokeh, and plotly
  • Learn about various machine learning methods such as supervised, unsupervised, probabilistic, and Bayesian
  • Understand signal processing and time series data analysis
  • Get to grips with graph processing and social network analysis

Authors

Table of Contents

Book Details

ISBN 139781787127487
Paperback330 pages
Read More
From 4 reviews

Read More Reviews

Recommended for You

Python: End-to-end Data Analysis Book Cover
Python: End-to-end Data Analysis
$ 71.99
$ 50.40
Python GUI Programming Cookbook - Second Edition Book Cover
Python GUI Programming Cookbook - Second Edition
$ 39.99
$ 28.00
Statistics for Machine Learning Book Cover
Statistics for Machine Learning
$ 39.99
$ 28.00
Python: Data Analytics and Visualization Book Cover
Python: Data Analytics and Visualization
$ 79.99
$ 56.00
Python High Performance - Second Edition Book Cover
Python High Performance - Second Edition
$ 31.99
$ 22.40
Deep Learning with Keras Book Cover
Deep Learning with Keras
$ 39.99
$ 28.00