Coursera Plus Annual is 40% Off — Ends July 13.

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Codecademy

Analyze Data with Python

via Codecademy Path

Go to class Write review
Scrimba Ad

Free courses from frontend to fullstack and AI

Learn More → Simplilearn Ad

Build AI Apps with Azure, Copilot, and Generative AI — Microsoft Certified

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One plan covers every Professional Certificate on Coursera.
Unlock All Certificates
Learn to analyze and visualize data using Python and statistics. Includes **Python**, **NumPy**, **SciPy**, **MatPlotLib**, **Jupyter Notebook**, and more.

Syllabus

  • Welcome to the Analyze Data with Python Skill Path
    • Get started with the Analyze Data with Python Skill Path.
  • NumPy: A Python Library for Statistics
    • Learn about NumPy, a Python library used to store arrays of numbers, organize large amounts of data, and perform statistical calculations.
  • Data Visualization with Matplotlib
    • Make effective, customized data visualizations in Python with Matplotlib.
  • Statistics for Data Analysis
    • Learn how to calculate and interpret several descriptive statistics using the Python library NumPy.
  • Hypothesis Testing with SciPy
    • Learn SciPy, a Python module for comparative statistics, in order to perform many different statistical tests in code.
  • Learn How to use AI for Data Analysis
    • Learn how to use AI for data analysis.
  • Analyze Data with Python Portfolio Project
    • Create a data analysis project for your portfolio.
  • Analyze Data with Python Next Steps
    • What's next?

Reviews

Start your review of Analyze Data with Python

Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.