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Data Analysis and Visualization Using Python

Analyze Data to Create Visualizations for BI Systems

  • Dr. Ossama Embarak

Table of contents

  1. Front Matter
    Pages i-xx
  2. Ossama Embarak
    Pages 1-83
  3. Ossama Embarak
    Pages 125-181
  4. Ossama Embarak
    Pages 183-204
  5. Ossama Embarak
    Pages 205-241
  6. Ossama Embarak
    Pages 243-292
  7. Ossama Embarak
    Pages 293-342
  8. Ossama Embarak
    Pages 343-366
  9. Back Matter
    Pages 367-374

About this book

Introduction

Look at Python from a data science point of view and learn proven techniques for data visualization as used in making critical business decisions. Starting with an introduction to data science with Python, you will take a closer look at the Python environment and get acquainted with editors such as Jupyter Notebook and Spyder. After going through a primer on Python programming, you will grasp fundamental Python programming techniques used in data science. Moving on to data visualization, you will see how it caters to modern business needs and forms a key factor in decision-making. You will also take a look at some popular data visualization libraries in Python. 

Shifting focus to data structures, you will learn the various aspects of data structures from a data science perspective. You will then work with file I/O and regular expressions in Python, followed by gathering and cleaning data. Moving on to exploring and analyzing data, you will look at advanced data structures in Python. Then, you will take a deep dive into data visualization techniques, going through a number of plotting systems in Python. 

In conclusion, you will complete a detailed case study, where you’ll get a chance to revisit the concepts you’ve covered so far.

You will:
  • Use Python programming techniques for data science
  • Master data collections in Python 
  • Create engaging visualizations for BI systems
  • Deploy effective strategies for gathering and cleaning data
  • Integrate the Seaborn and Matplotlib plotting systems

Keywords

python data visualizations analysis bigdata datascience plotting collection

Authors and affiliations

  • Dr. Ossama Embarak
    • 1
  1. 1.Higher Colleges of TechnologyAbu DhabiUnited Arab Emirates

Bibliographic information