Overview:
This comprehensive course offers an in-depth exploration of Python as a powerful tool for data analysis. Over several modules, students will learn from setting up their Python environment to conducting advanced statistical analysis and interpreting real-world data.
What You'll Learn
- Basic and advanced Python programming concepts necessary for data analysis.
- How to manipulate, clean, and summarize datasets with Pandas.
- Fundamental and advanced statistical analysis techniques using Python.
- Creating various types of data visualizations to communicate findings effectively.
- Application of statistical modeling and machine learning for predictive analytics.