Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Become a Python Data Analyst: Perform exploratory data analysis and gain insight into scientific computing using Python


Enhance your data analysis and predictive modeling skills using popular Python tools

Key Features

  • Cover all fundamental libraries for operation and manipulation of Python for data analysis
  • Implement real-world datasets to perform predictive analytics with Python
  • Access modern data analysis techniques and detailed code with scikit-learn and SciPy

Book Description

Python is one of the most common and popular languages preferred by leading data analysts and statisticians for working with massive datasets and complex data visualizations.

Become a Python Data Analyst introduces Python’s most essential tools and libraries necessary to work with the data analysis process, right from preparing data to performing simple statistical analyses and creating meaningful data visualizations.

In this book, we will cover Python libraries such as NumPy, pandas, matplotlib, seaborn, SciPy, and scikit-learn, and apply them in practical data analysis and statistics examples. As you make your way through the chapters, you will learn to efficiently use the Jupyter Notebook to operate and manipulate data using NumPy and the pandas library. In the concluding chapters, you will gain experience in building simple predictive models and carrying out statistical computation and analysis using rich Python tools and proven data analysis techniques.

By the end of this book, you will have hands-on experience performing data analysis with Python.

What you will learn

  • Explore important Python libraries and learn to install Anaconda distribution
  • Understand the basics of NumPy
  • Produce informative and useful visualizations for analyzing data
  • Perform common statistical calculations
  • Build predictive models and understand the principles of predictive analytics

Who this book is for

Become a Python Data Analyst is for entry-level data analysts, data engineers, and BI professionals who want to make complete use of Python tools for performing efficient data analysis. Prior knowledge of Python programming is necessary to understand the concepts covered in this book

Table of Contents

  1. The Anaconda Distribution and Jupyter Notebook
  2. Vectorizing Operations with Numpy
  3. Pandas: Everyone’s Favorite Data Analysis Library
  4. Visualization and Exploratory Data Analysis
  5. Statistical Computing with Python
  6. Introduction to Predictive Analytics Models
(HTML tags aren't allowed.)

MGH Cardiology Board Review
MGH Cardiology Board Review

MGH Cardiology Board Review is intended for physicians studying for the Cardiology Board Examination (Initial Certification or Re-certification) and for any busy practitioners who would like to review high-yield cardiology such as those in cardiology, emergency medicine, internal medicine, family practice, or even...

Mobile Computer Usability: An Organizational Personality Perspective (Progress in IS)
Mobile Computer Usability: An Organizational Personality Perspective (Progress in IS)

This book explains how mobile computer usability is shaped by the increasing integration of personal circumstances in organization. It represents an attempt to conceptualize an alternative model of mobile computer usability. It is motivated by the author’s conviction that we do not yet have an adequate understanding of this concept...

Amazon S3 Cookbook
Amazon S3 Cookbook

Over 30 hands-on recipes that will get you up and running with Amazon Simple Storage Service (S3) efficiently

About This Book

  • Learn how to store, manage, and access your data with AWS SDKs
  • Study the Amazon S3 pricing model and learn how to calculate costs by simulating practical...

Taming Java Threads
Taming Java Threads

Learning how to write multithreaded applications is the key to taking full advantage of the Java platform. In Taming Java Threads, well-known columnist and Java expert Allen Holub provides Java programmers with the information they need to write real multithreaded programs--programs with real code. Holub provides an in-depth explanation...

PlayStation®Mobile Development Cookbook
PlayStation®Mobile Development Cookbook

Over 65 recipes that will help you create and develop amazing mobile applications!


  • Learn how you can create your own fantastic PlayStation®Mobile (PSM) applications
  • Develop 2D games quickly and easily, complete with graphics, audio, and input
  • Discover how to...
FileMaker Pro 11: The Missing Manual
FileMaker Pro 11: The Missing Manual

This hands-on, friendly guide shows you how to harness FileMaker's power to make your information work for you. With a few mouse clicks, the FileMaker Pro 11 database helps you create and print corporate reports, manage a mailing list, or run your entire business. FileMaker Pro 11: The Missing Manual helps you get started,...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy