Data Visualization in Python with Covid-19 Analysis Project

Free Courses : Data Visualization in Python with Covid-19 Analysis Project

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

• HEAT MAP

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

1. Tutorial JavaScript Intermediate
2. Web Development Menggunakan Webflow
3. Caching data API/network di android
4. Membuat REST API Codeigniter
5. Belajar Progressive Web App - PWA