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Data Wrangling with Python: Tips and Tools to Make Your Life Easier

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How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.

Through various step-by-step exercises, you’ll learn how to acquire, clean, analyze, and present data efficiently. You’ll also discover how to automate your data process, schedule file- editing and clean-up tasks, process larger datasets, and create compelling stories with data you obtain.

  • Quickly learn basic Python syntax, data types, and language concepts
  • Work with both machine-readable and human-consumable data
  • Scrape websites and APIs to find a bounty of useful information
  • Clean and format data to eliminate duplicates and errors in your datasets
  • Learn when to standardize data and when to test and script data cleanup
  • Explore and analyze your datasets with new Python libraries and techniques
  • Use Python solutions to automate your entire data-wrangling process
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Mastering Ext JS
Mastering Ext JS

In this book you'll learn to develop a complete application with ExtJS. Enhance your existing skills and get a better grasp of the JavaScript framework to create advanced Internet applications.

Overview

  • Build an application with Ext JS from scratch
  • Learn expert tips and...
Microstrip Filters for RF/Microwave Applications
Microstrip Filters for RF/Microwave Applications

Advanced, specialized coverage of microstrip filter design

Microstrip Filters for RF/Microwave Applications is the only professional reference focusing solely on microstrip filters. It offers a unique and comprehensive treatment of filters based on the microstrip structure and includes full design methodologies that are also...

Digital Filmmaking for Teens
Digital Filmmaking for Teens
You don't have to invest a small fortune, own expensive gear, and employ an army of technicians to create a movie. Today's high-tech tools will fit in your backpack and don't require the financial backing of a major movie studio, making this the first generation in the history of moviemaking that doesn't have to beg for big bucks to put its stories...

Developing 2D Games with Unity: Independent Game Programming with C#
Developing 2D Games with Unity: Independent Game Programming with C#

Follow a walkthrough of the Unity Engine and learn important 2D-centric lessons in scripting, working with image assets, animations, cameras, collision detection, and state management. In addition to the fundamentals, you'll learn best practices, helpful game-architectural patterns, and how to customize Unity to suit your needs,...

Case Files Emergency Medicine (LANGE Case Files)
Case Files Emergency Medicine (LANGE Case Files)

The closest a student can get to the wards without seeing patients!

4 STAR DOODY'S REVIEW!
"I think any student doing a rotation in emergency medicine would benefit from these case scenarios. It provides a practical approach to a disease while highlighting the points that are often tested on
...

Hello, Android: Introducing Google's Mobile Development Platform
Hello, Android: Introducing Google's Mobile Development Platform
Android is a software toolkit for mobile phones, created by Google and the Open Handset Alliance. It's inside millions of cell phones and other mobile devices, making Android a major platform for application developers. That could be your own program running on all those devices.

Getting started developing with Android is easy.
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