Instructions
Muhammad Umer Javed specially designs this course Learn Advance Visualization Using Python for non-IT students. This course doesn’t have any prerequisite and covers all the basic programming hardels covers in terms of the short exercises and short case studies
Course overview
- Installation procedure
- Anaconda Introduction
- Installation procedure on windows
- Installation procedure on Linux
- Python Brushup
- Python Data structures
- Python conditions
- Contol statements in python
- Data set reading
- Dataset sources and repositories
- Inspecting DataFrames
- Data set loading
- Pandas vs Numpy
- Creating DataFrames
- Dataset exploration
- Basic visualization using matplotlib
- Line plot
- Scatter plot
- Data set analysis using seaborn
- Data correlation and visualization
- Bar chart
- Time series chart
- Data distribution plots
- Feature analysis
- Interactive visualization using Plotly
- Line plot
- Chart styling
- Scatter plot
- Pie chart
- Bar chart
- Data exploration and visualization for machine learning
- Hands-on practices
- Discussion
- Best practices