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Category: Data Science Projects

Comical Data Visualization in Python Using Matplotlib

How to make comical visualizations in Matplotlib? Explained using a Netflix Movie and TV Show dataset. Data visualization is a great way to tell a story. You can easily absorb information and identify patterns in data. One of our students decided to create a data visualization in Python using Matplotlib to understand the different types […]

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Data Story: Shark Attacks Rise as Humans Increasingly Impact Oceans

A data analysis of shark attacks over the past century shows sharks are being impacted by human activities and by climate change.

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Data Story: Fathers Perform Better on Father’s Day at the U.S. Open

Does being a father help your golf game? Data analysis of the past 10 U.S. Open tournaments shows that if you’re a pro, it might — at least on Father’s Day.

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Tutorial: Find Dominant Colors in an Image through Clustering

Take the first step into image analysis in Python by using k-means clustering to analyze the dominant colors in an image in this free data science tutorial.

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Data Science Project: Profitable App Profiles for App Store and Google Play

Learn to do a complete data analysis project using only basic Python to find out what genre of apps an app developer should focus on.

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Data Science Portfolio Project: Where to Advertise an E-learning Product

At Dataquest, we strongly advocate portfolio projects as a means of getting a first data science job. In this blog post, we’ll walk you through an example portfolio project. The project is part of our Statistics Intermediate: Averages and Variability course, and it assumes familiarity with: Sampling (populations, samples, sample representativity) Frequency distributions Box plots […]

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Data Science Portfolio Project: Is Fandango Still Inflating Ratings?

At Dataquest, we strongly advocate portfolio projects as a means of getting your first data science job. In this blog post, we’ll walk you through an example portfolio project. The project is part of our Statistics Fundamentals course, and it assumes some familiarity with: Sampling (simple random sampling, populations, samples, parameters, statistics) Variables Frequency distributions […]

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Top 20 Python AI and Machine Learning Open Source Projects

Getting into Machine Learning and AI is not an easy task, but is a critical part of data science programs. Many aspiring professionals and enthusiasts find it hard to establish a proper path into the field, given the enormous amount of resources available today. The field is evolving constantly and it is crucial that we […]

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An In-Depth Style Guide for Data Science Projects

Data science projects are becoming more important in the world of data analysis, so it’s important to understand best practices and styles for data science projects.

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Generating Climate Temperature Spirals in Python

In this tutorial, we’ll recreate Ed Hawkins’ climate spirals in Python using pandas and matplotlib.

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