MISSION 289

Introduction to NumPy

Learn how to work with data using the NumPy library.

Objectives

  • Learn how vectorized operations make your code faster.
  • Learn how to select data from NumPy ndarrays.
  • Learn how to analyze data using NumPy methods.

Mission Outline

1. Introduction
2. Understanding Vectorization
3. NYC Taxi-Airport Data
4. Array Shapes
5. Selecting and Slicing Rows and Items from ndarrays
6. Selecting Columns and Custom Slicing ndarrays
7. Vector Math
8. Vector Math Continued
9. Calculating Statistics For 1D ndarrays
10.. Calculating Statistics For 1D ndarrays Continued
11. Calculating Statistics For 2D ndarrays
12. Next Steps
13. Takeaways

pandas-fundamentals

Course Info:

Pandas and NumPy Fundamentals

Intermediate

The median completion time for this course is 6.77 hours.

This course requires a basic subscription and includes five missions and one guided project.  It is the third course in the Data Analyst in Python path and Data Scientist in Python path.

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