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Intro to NumPy.

Beginner
Single courseR1,995.00

or R798.00 deposit + 3 × R399.00 monthly

2h 16m

Course overview.

Four key topics

NumPy arrays and data typesArray indexing and operationsNumerical computationData processing and analysis

Course lesson outline

14 lessons
NumPy14 lessons
  1. Overview
  2. Scientific Python and Setup
  3. Review of Python Basics with Jupyter
  4. Introducing NumPy Arrays
  5. NumPy Array and Data Types
  6. Graphing and Visualization
  7. Indexing and Slicing Arrays
  8. Copies and Views
  9. Elementwise and Broadcasting Operations
  10. Reduction Operations
  11. Shape and Sort Operations
  12. Data Types: Casting, Size, and Structure
  13. Structured Arrays
  14. Let's Try It: Time Series Analysis

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