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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.
392 Students enrolled
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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

2. Matplotlib

  • Introduction to Matplotlib

  • Install Matplotlib with pip

  • Basic Plotting with Matplotlib

  • Plotting two or more lines on the same plot

3. 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

4. Data Visualization tools

  • Bar chart

  • Histogram

  • Pie Chart

5. More Data Visualization tools

  • Scatter Plot

  • Area Plot

  • STACKED Area Plot

  • Box Plot

6. Advanced data Visualization tools

  • Waffle Chart

  • Word Cloud


7. Specialized data Visualization tools (Part-I)

  • Bubble charts

  • Contour plots

  • Quiver Plot

8. 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

9. Seaborn

  • Introduction to seaborn

  • Seaborn Functionalities

  • Installing seaborn

  • Different categories of plot in Seaborn

  • Some basic plots using seaborn

10. 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

11. Project on Data Visualization

How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
Course details
Lectures 12
Quizzes 3
Video 23 hours
Certificate of Completion
Full lifetime access
Access on mobile and TV

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