Course Details
Course Details
What You'll Learn
Topic 1: Data Visualization with Matplotlib
Basic Plots
Subplots
Visualizing Categorical Data
Visualizing Distributions
Topic 2: Data Visualization with Pandas
Scatter Plot
Line Plot
Bar Plot
Pie Chart
Histogram
Box Plot
Interactive Plot
Topic 3: Data Visualization with Seaborn
What is Seaborn
Styling Setting
Visualizing Statistical Relationships with Scatter Plot
Visualizing Categorical Data with Bar Plot
Visualizing Correlation with Pair Plot and Heatmap
Visualizing Linear Relationships with Regression
Topic 4: GeoSpatial Visualization with Bokeh
What is Bokeh
Plotting with Glyphs
Google Map API
Adding Glyphs to Google Map
Course Info
Prerequisite
This is a intermediate level course. The following prerequisite is assumed
Software Requirement
Please download and install the following software prior to the class
- Python 3.x https://www.python.org/downloads/
- Sublime Text 3 https://www.sublimetext.com/3
- Pycharm https://www.jetbrains.com/pycharm/download/
Job Roles
Job Roles
- Aspiring Software Developer
- Data Analyst
- Web Developer
- Automation Engineer
- Data Scientist
- System Administrator
- Bioinformatics Specialist
- Research Scientist
- Finance Professional
- Machine Learning Enthusiast
- GIS (Geographic Information System) Specialist
- IT Consultant
- Network Engineer
- Database Administrator
- Tech Entrepreneur.