Welcome to our Python for Data Science webinar! This session is designed to help you dive into the world of data science using Python, one of the most popular programming languages for this field.
What You Will Learn
- Basics of Python programming
- Essential data science libraries (e.g., NumPy, Pandas, Matplotlib)
- Data manipulation and analysis
- Machine learning and data visualization
Prerequisites
- Basic understanding of programming concepts
- Familiarity with Python (optional)
Agenda
- Introduction to Python and Data Science
- Setting up your Python environment
- Data manipulation with Pandas
- Data visualization with Matplotlib and Seaborn
- Introduction to machine learning
Resources
Key Libraries
- NumPy: A fundamental package for scientific computing with Python.
- Pandas: A powerful data manipulation and analysis library.
- Matplotlib: A comprehensive library for creating static, animated, and interactive visualizations in Python.
- Seaborn: A Python data visualization library based on Matplotlib that provides a high-level interface for drawing attractive and informative statistical graphics.
Join us to explore the fascinating world of data science with Python!