Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Python Data Analysis

Buy
Python Data Analysis, 9781783553358 (1783553359), Packt Publishing, 2014

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.

What You Will Learn

  • Install open source Python modules on various platforms
  • Get to know about the fundamentals of NumPy including arrays
  • Manipulate data with pandas
  • Retrieve, process, store, and visualize data
  • Understand signal processing and time-series data analysis
  • Work with relational and NoSQL databases
  • Discover more about data modeling and machine learning
  • Get to grips with interoperability and cloud computing

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.

(HTML tags aren't allowed.)

The Next Leap in Productivity: What Top Managers Really Need to Know about Information Technology
The Next Leap in Productivity: What Top Managers Really Need to Know about Information Technology
What Top Managers Really Need to Know about Information Technology

"These kinds of productivity principles are not mere theory. When we put these same principles into effect, our productivity went up more than we had thought possible. And our employee morale went up, too. It became easier to write code the right way and harder to make...

Industrial Robots Programming: Building Applications for the Factories of the Future
Industrial Robots Programming: Building Applications for the Factories of the Future
Industrial Robots Programming focuses on designing and building robotic manufacturing cells, and explores the capabilities of today’s industrial equipment as well as the latest computer and software technologies. Special attention is given to the input devices and systems that create efficient human-machine interfaces, and...
A+ Certification for Dummies
A+ Certification for Dummies

Here’s the fun and easy way to study for the exam—all the rewards in half the time!

Here’s the exam 220-301 and 220-302 test-prep guide you’ve been waiting for—an economical For Dummies book that actually makes studying fun. Prepared by a CompTIA-certified expert and packed with proven tips and...


Reflections on Character and Leadership: On the Couch with Manfred Kets de Vries
Reflections on Character and Leadership: On the Couch with Manfred Kets de Vries

Reflections on Character and Leadership is the first of the three books in the Manfred kets de Vries on the Couch series.

Here, Kets de Vries looks at entrepreneurship, the pathology of leadership, and the personality of the leader. The reader will visit the disturbed inner worlds of leaders like Alexander the Great,...

Identifying and Managing Project Risk: Essential Tools for Failure-Proofing Your Project
Identifying and Managing Project Risk: Essential Tools for Failure-Proofing Your Project

There’s a good reason project risk management is one of the most vital of the nine content areas of the Project Management Body of Knowledge®. Important projects tend to be time constrained, pose huge technical challenges, and suffer from a lack of adequate resources. It’s no wonder that project managers are increasingly focusing...

Modern Programming Made Easy: Using Java, Scala, Groovy, and JavaScript
Modern Programming Made Easy: Using Java, Scala, Groovy, and JavaScript

Get up and running fast with the basics of programming using Java as an example language. This short book gets you thinking like a programmer in an easy and entertaining way. Modern Programming Made Easy teaches you basic coding principles, including working with lists, sets, arrays, and maps; coding in the object-oriented...

©2021 LearnIT (support@pdfchm.net) - Privacy Policy