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Learning Data Mining with Python
Learning Data Mining with Python

Harness the power of Python to analyze data and create insightful predictive models

About This Book

  • Learn data mining in practical terms, using a wide variety of libraries and techniques
  • Learn how to find, manipulate, and analyze data using Python
  • Step-by-step instructions...
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas,...

Apache Spark 2.x Cookbook: Cloud-ready recipes for analytics and data science
Apache Spark 2.x Cookbook: Cloud-ready recipes for analytics and data science

Key Features

  • This book contains recipes on how to use Apache Spark as a unified compute engine
  • Cover how to connect various source systems to Apache Spark
  • Covers various parts of machine learning including supervised/unsupervised learning & recommendation engines

Book...

Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server
Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server
Learn Docker "infrastructure as code" technology to define a system for performing standard but non-trivial data tasks on medium- to large-scale data sets, using Jupyter as the master controller.

It is not uncommon for a real-world data set to fail to be easily managed. The set may not fit well into access memory or
...
JBoss: A Developer's Notebook
JBoss: A Developer's Notebook

There's nothing ordinary about JBoss. What began as an open source EJB container project six years ago has become a fully certified J2EE 1.4 application server with the largest market share, competitive with proprietary Java application servers in features and quality. And with its dynamic architecture, JBoss isn't just a J2EE...

Applied Algebra: Codes, Ciphers and Discrete Algorithms, Second Edition (Discrete Mathematics and Its Applications)
Applied Algebra: Codes, Ciphers and Discrete Algorithms, Second Edition (Discrete Mathematics and Its Applications)

Using mathematical tools from number theory and finite fields, Applied Algebra: Codes, Ciphers, and Discrete Algorithms, Second Edition presents practical methods for solving problems in data security and data integrity. It is designed for an applied algebra course for students who have had prior classes in abstract or linear...

The Math Problems Notebook
The Math Problems Notebook
The Math Problems Notebook is a collection of nontrivial, unconventional problems requiring deep insight and imagination reminiscent of those discussed at Sunday Math Circles. These circles have become a place for disseminating beautiful mathematics at an elementary level for college students who have a common passion for mathematics....
Photo Retouching with Photoshop: A Designer's Notebook
Photo Retouching with Photoshop: A Designer's Notebook
Photo Retouching with Photoshop: A Designer's Notebook is at once eye candy, artistic inspiration, and incomparable technical guidance for intermediate-to-advanced digital imaging professionals, graphic artists, photographers, and just about anyone involved in creating digital images or animations. A visual splendor, this full-color book...
Fedora Linux
Fedora Linux

"Neither a "Starting Linux" book nor a dry reference manual, this book has a lot to offer to those coming to Fedora from other operating systems or distros." -- Behdad Esfahbod, Fedora developer

This book will get you up to speed quickly on Fedora...

Excel 2003 Programming: A Developer's Notebook
Excel 2003 Programming: A Developer's Notebook
Light on theory and long on practical application, this guide takes you directly to Excel 2003's new features using a series of hands-on projects. Learn to work with lists and XML data, secure Excel applications, use Visual Studio Tools for Office, consume Web Services, and collect data with Infopath. If you've been curious about Excel 2003, but...
Pinnacle Liquid Edition 6 for Windows : Visual QuickPro Guide (Visual Quickstart Guides)
Pinnacle Liquid Edition 6 for Windows : Visual QuickPro Guide (Visual Quickstart Guides)

Recipients of nine Emmy Awards for technical innovation, Pinnacle products have long been a favorite among professional broadcasters. Now, with Liquid Edition shipping on Alienware Systems new line of notebook computers (and capturing the top engineering award at the National Association of Broadcasters convention), the rest of...

Spark for Python Developers
Spark for Python Developers

Key Features

  • Set up real-time streaming and batch data intensive infrastructure using Spark and Python
  • Deliver insightful visualizations in a web app using Spark (PySpark)
  • Inject live data using Spark Streaming with real-time events

Book Description

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