Projects

Where Courses teach you new data science skills and Practice Mode helps you sharpen them, building Projects gives you hands-on experience solving real-world problems.

Designed by expert instructors, DataCamp Projects are an important step in your journey to become data fluent and help you build your data science portfolio to show employers.

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The Hottest Topics in Machine Learning
Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.
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Naïve Bees: Image Loading and Processing
Load, transform, and understand images of honey bees and bumble bees in Python.
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Classify Song Genres from Audio Data
Rock or rap? Apply machine learning methods in Python to classify songs into genres.
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Predict Taxi Fares with Random Forests
Use regression trees and random forests to find places where New York taxi drivers earn the most.
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Naïve Bees: Predict Species from Images
Build a model that can automatically detect honey bees and bumble bees in images.
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Predicting Credit Card Approvals
Build a machine learning model to predict if a credit card application will get approved.
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Explore 538's Halloween Candy Rankings
Get ready for Halloween by digging into a FiveThirtyEight dataset with all your favorite candy!
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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
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ASL Recognition with Deep Learning
Build a convolutional neural network to classify images of letters from American Sign Language.
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Naïve Bees: Deep Learning with Images
Build a deep learning model that can automatically detect honey bees and bumble bees in images.
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Clustering Heart Disease Patient Data
Experiment with clustering algorithms to help doctors inform treatment for heart disease patients.
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Degrees That Pay You Back
Explore the salary potential of college majors with a k-means cluster analysis.
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Give Life: Predict Blood Donations
Build a binary classifier to predict if a blood donor is likely to donate again.
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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
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Clustering Bustabit Gambling Behavior
Use cluster analysis to glean insights into cryptocurrency gambling behavior.
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Planning Public Policy in Argentina
Apply unsupervised learning techniques to help plan an education program in Argentina.
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