Data Science Workshop with Python and Data Visualization

Workshop Topics

1. Introduction to Data Science with Python

• Overview of data science and its applications
• Introduction to Python programming language
• Basics of data manipulation and analysis using pandas library
• Data cleaning and preprocessing techniques

2. Data Visualization Techniques

• Importance of data visualization in data science
• Introduction to data visualization libraries: Matplotlib and Seaborn
• Creating various types of plots: scatter plots, histograms, bar charts, etc.
• Customizing and enhancing visualizations for effective communication of insights