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Data Analysis with Python

This course provides the fundamentals of data analysis with Python.

View the full course here.

List of Projects

1. Mean-Variance-Standard Deviation Calculator

Create a function named calculate() that uses Numpy to output the mean, variance, standard deviation, max, min, and sum of the rows, columns, and elements in a 3 x 3 matrix... Continue

2. Demographic Data Analyzer

Given a dataset extracted from the 1994 Census database, use Pandas to answer the questions analyzing demographic data... Continue

3. Medical Data Visualizer

Visualize medical examination data using matplotlib, seaborn, and pandas to explore the relationship between cardiac disease, body measurements, blood markers, and lifestyle choices... Continue

4. Page View Time Series Visualizer

Use Pandas, Matplotlib, and Seaborn to visualize a dataset containing the number of page views each day on the freeCodeCamp.org forum from 2016-05-09 to 2019-12-03... Continue

5. Sea Level Predictor

Analyze a dataset of the global average sea level change since 1880 and use them to predict the sea level change through year 2050... Continue