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CodeSignal

NumPy Basics

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Overview

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This course introduces you to the powerful NumPy library, which is the backbone for numerical and scientific computations in Python. You will learn how to create, manipulate, and operate on arrays, understand their key properties, and use array-based operations for efficient computations.

Syllabus

  • Lesson 1: Introduction to NumPy and Array Creation Techniques
  • Lesson 2: Basic Array Operations in NumPy
  • Lesson 3: Array Indexing and Slicing in NumPy
  • Lesson 4: Array Shape and Reshape
  • Lesson 5: Boolean Indexing and Fancy Indexing in NumPy
  • Lesson 6: Basic Statistical Operations in NumPy

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