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Python for Data Analytics
Python Data Analytics is a course designed to teach students how to use Python for data analysis and manipulation. The course covers the fundamental Python data structures and libraries, including NumPy, Pandas, Matplotlib, and Seaborn. The course also covers statistical analysis and data visualization using these libraries.
Throughout the course, students will learn how to:
- Import and manipulate data using NumPy and Pandas
- Clean and preprocess data using Pandas
- Perform statistical analysis on data using NumPy and Pandas
- Visualize data using Matplotlib and Seaborn
- Apply machine learning techniques using scikit-learn