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Introduction to NumPy

Overview

Skills Needed

Get started with NumPy for numerical computing. Explore array manipulation, mathematical operations, and basic data analysis with NumPy.

  • Basic knowledge of Python programming

Outline

  • Introduction to Numerical Computing
  • NumPy Installation and Setup
  • NumPy Arrays and Data Structures
  • Array Indexing and Slicing
  • Array Manipulation Techniques
  • Mathematical Operations with NumPy
  • Linear Algebra with NumPy
  • Statistical Analysis with NumPy
  • Data Visualization with NumPy
  • Best Practices for NumPy Development
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