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Codecademy

Learn Statistics with NumPy

via Codecademy

Overview

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NumPy is a powerful Python library designed to handle large datasets and perform fast numerical operations. This course will guide you through creating and manipulating arrays, performing common mathematical operations. You’ll also explore statistical distributions and visualize data using histograms, making it a great resource for anyone looking to enhance their data analysis skills.

Syllabus

  • Introduction to NumPy: Get acquainted with NumPy, a Python library used to store arrays of numbers, and learn basic syntax and functionality.
    • Lesson: Introduction to NumPy
    • Quiz: Introduction to Numpy Quiz
    • Project: Betty's Bakery
  • Statistics in NumPy: Learn how to analyze different statistical distributions using NumPy.
    • Lesson: Introduction to Statistics with NumPy
    • Quiz: Introduction to Statistics with Numpy Quiz
    • Project: CrunchieMunchies
    • Lesson: Statistical Distributions with NumPy
    • Quiz: Statistical Distributions with NumPy Quiz
    • Project: Election Results

Taught by

Jace van Auken

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4.4 rating at Codecademy based on 151 ratings

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