Data Visualization in Python with Covid-19 Analysis Project

Data Visualization in Python with Covid-19 Analysis Project

Learn to use Python for Data Visualization. Practical project on applying Python for visualizing & predicting Covid-19.

Requirements

  • Enthusiasm and determination to make your mark on the world!

Description

Data Visualization with Python – course syllabus

 

  1. Introduction to Data Visualization
  • What is data visualization
  • Benefits of data visualization
  • Importance of data visualization
  • Top Python Libraries for Data Visualization

 

  1. Matplotlib
  • Introduction to Matplotlib
  • Install Matplotlib with pip
  • Basic Plotting with Matplotlib
  • Plotting two or more lines on the same plot

 

  1. Numpy and Pandas
  • What is numpy?
  • Why use numpy?
  • Installation of numpy
  • Example of numpy
  • What is a panda?
  • Key features of pandas
  • Python Pandas – Environment Setup
  • Pandas – Data Structure with example

 

  1. Data Visualization tools
  • Bar chart
  • Histogram
  • Pie Chart

 

  1. More Data Visualization tools
  • Scatter Plot
  • Area Plot
  • STACKED Area Plot
  • Box Plot

 

  1. Advanced data Visualization tools
  • Waffle Chart
  • Word Cloud
  • HEAT MAP

 

  1. Specialized data Visualization tools (Part-I)
  • Bubble charts
  • Contour plots
  • Quiver Plot

 

  1. Specialized data Visualization tools (Part-II)

Three-Dimensional Plotting in Matplotlib

  • 3D Line Plot
  • 3D Scatter Plot
  • 3D Contour Plot
  • 3D Wireframe Plot
  • 3D Surface Plot

 

  1. Seaborn
  • Introduction to seaborn
  • Seaborn Functionalities
  • Installing seaborn
  • Different categories of plot in Seaborn
  • Some basic plots using seaborn

 

  1. Data Visualization using Seaborn
  • Strip Plot
  • Swarm Plot
  • Plotting Bivariate Distribution
  • Scatter plot, Hexbin plot, KDE, Regplot
  • Visualizing Pairwise Relationship
  • Box plot, Violin Plots, Point Plot

 

  1. Project on Data Visualization

Who this course is for:

  • Data Analysts & Consultants
  • Python Programmers & Developers
  • Business Analysts & Consultants
  • Anyone wishing to make a career in Business Intelligence, Visualization and Analytics
  • Data Visualization Managers
  • Data Engineers & Data Scientists
  • Data Visualization Developers
  • Data Architects
  • Data Visualization Leads
  • Newbies and beginners aspiring to become BI & Visualization professionals
  • Data Analysts – Python, Tableau, SQL
  • BI Solutions Manager
  • Reporting Analysts
  • Machine Learning Professionals

     

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