# Chapter 12:  NumPy for Data Analysis

- [1. Introduction to NumPy Library](/chapter-12-numpy-for-data-analysis/1.-introduction-to-numpy-library.md)
- [2. NumPy Arrays – Creation, Methods, and Attributes](/chapter-12-numpy-for-data-analysis/2.-numpy-arrays-creation-methods-and-attributes.md)
- [3. Computations and Statistical Analysis](/chapter-12-numpy-for-data-analysis/3.-computations-and-statistical-analysis.md)
- [4. Array Functions Operations on Data](/chapter-12-numpy-for-data-analysis/4.-array-functions-operations-on-data.md)
- [5. Integration with Machine Learning](/chapter-12-numpy-for-data-analysis/5.-integration-with-machine-learning.md)
- [Student Activity](/chapter-12-numpy-for-data-analysis/student-activity.md)
