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Solve real-world problems

Projects let you apply your skills using tools like data Notebooks and complete a data analysis from start to finish.

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  • Build your own portfolio
  • Get real-world experience

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Build your skills with interactive courses for data science, data analysis, AI machine learning and more, curated by real-world experts


Browse Projects

130 projects

project

Dr. Semmelweis and the Importance of Handwashing

  • IntermediateSkill Level
  • 4.3+
  • 187

Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.

Probability & Statistics

1-2 hours

project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.1+
  • 183

Build an AI-powered inbox assistant to classify your emails using Llama.

Artificial Intelligence

1-2 hours

project

Analyze Your Stock Portfolio for Risks and Returns

  • IntermediateSkill Level
  • 3.9+
  • 169

Use mean-variance optimization to find optimal portfolio weights and then check how well they would have performed.

Applied Finance

1-2 hours

project

What is Your Heart Rate Telling You?

  • IntermediateSkill Level
  • 2.1+
  • 169

Examine the relationship between heart rate and heart disease using multiple logistic regression.

Data Manipulation, Data Visualization, Probability & Statistics

1-2 hours

project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 4.4+
  • 160

Explore transportation time series data analysis to uncover patterns and forecast travel costs.

Probability & Statistics

1-2 hours

project

Combating Subscriber Churn with Targeted Marketing

  • IntermediateSkill Level
  • 4.5+
  • 159

Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.

Machine Learning

1-2 hours

project

Predicting Traffic Volume with PyTorch

  • IntermediateSkill Level
  • 4.2+
  • 158

Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.

Artificial Intelligence

1-2 hours

project

Analyzing Super Bowl Viewership and Advertising

  • BeginnerSkill Level
  • 4.4+
  • 157

Explore Super Bowl viewership data in the age of soaring ad costs.

Data Manipulation, Data Visualization

1-2 hours

project

Analyzing River Thames Water Levels

  • IntermediateSkill Level
  • 3.4+
  • 152

Apply your data manipulation skills to time series data on water levels of the River Thames.

Python Programming, Data Manipulation

1-2 hours

project

How Environmental Factors Influence Wildlife Populations

  • AdvancedSkill Level
  • 4.0+
  • 140

Explore habitat data using factor and survival analysis tools.

Probability & Statistics

1-2 hours

project

Basketball Analytics: Clustering Players by Performance Metrics

  • AdvancedSkill Level
  • 3.6+
  • 138

Cluster NBA players by performance stats in the 2022-2023 season.

Machine Learning

1-2 hours

project

Food Image Classification with Hugging Face

  • IntermediateSkill Level
  • 4.6+
  • 134

Classify food images using Hugging Face models, automatically recognizing and categorizing food items.

Artificial Intelligence

1-2 hours

project

Tech Talent Recruiting with Regex

  • BeginnerSkill Level
  • 4.3+
  • 129

Join a leading HR consultancy to use regular expressions and data preprocessing to find tech job candidates from thousands of resumes.

Data Preparation, Data Manipulation

1-2 hours

project

Consolidating Employee Data

  • IntermediateSkill Level
  • 4.5+
  • 127

Use DataFrames to read and merge employee data from different sources.

Data Preparation

Less than 1 hour

project

Social Networks: A Twitter Network Analysis

  • IntermediateSkill Level
  • 4.1+
  • 126

Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.

Exploratory Data Analysis

1-2 hours

project

Predict Future Sales of Fast-Food Menu Items

  • IntermediateSkill Level
  • 4.3+
  • 125

Help a fast food chain save money and place more accurate orders by building a model to predict food sales.

Machine Learning

1-2 hours

project

Image Processing for Object Detection Models

  • IntermediateSkill Level
  • 4.4+
  • 124

Building an image processing pipeline for data augmentation.

Data Manipulation, Data Visualization

1-2 hours

project

Exploring Londons Travel Network

  • BeginnerSkill Level
  • 4.0+
  • 124

Use SQL to analyze a database containing information about Transport for London journeys over 12 years!

Data Engineering, Data Warehouse

Less than 1 hour

project

Creating Floral Patterns Inspired by Phyllotaxis

  • BeginnerSkill Level
  • 3.7+
  • 111

Use R to make art and create imaginary flowers inspired by nature.

Data Visualization

1-2 hours

project

Personalized Language Tutor

  • BeginnerSkill Level
  • 3.9+
  • 110

Using OpenAI API for text translation, grammar checking, and pronunciation feedback

Artificial Intelligence

1-2 hours

project

Build an Educational Quiz Bot with the OpenAI API

  • BeginnerSkill Level
  • 4.6+
  • 103

Build an educational quiz bot to generate questions and answers to quiz yourself or your students.

Artificial Intelligence

1-2 hours

project

When Was the Golden Era of Video Games?

  • BeginnerSkill Level
  • 4.1+
  • 103

Use SQL to figure out the golden era of video games!

Data Manipulation

Less than 15 minutes

project

Understanding Search Interest with Google Trends

  • IntermediateSkill Level
  • 4.6+
  • 102

Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.

Data Visualization

Less than 1 hour

project

Analyzing Electric Vehicle Charging Habits

  • BeginnerSkill Level
  • 4.2+
  • 99

Analyze data about electronic vehicle charging behavior to better use shared charging stations.

Exploratory Data Analysis

Less than 1 hour

project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.2+
  • 98

Transcribe customer support audio calls, evaluate sentiment, search in text and identify common entities to improve customer service!

Machine Learning, Data Manipulation

1-2 hours

project

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.4+
  • 93

Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.

Machine Learning

1-2 hours

project

Exploring Experimental Design in the Energy Field

  • IntermediateSkill Level
  • 4.3+
  • 93

Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.

Probability & Statistics

1-2 hours

project

Food Price Forecasting with Functions

  • IntermediateSkill Level
  • 3.8+
  • 91

Write functions to forecast time series of food prices in Rwanda.

Data Manipulation

1-2 hours

project

Deciphering Customer Buying Cycles in Grocery Stores

  • IntermediateSkill Level
  • 4.2+
  • 88

Analyze grocery store data to identify shopping patterns and preferences.

Data Manipulation, Software Development

1-2 hours

project

Detecting Anomalous Transactions

  • IntermediateSkill Level
  • 4.3+
  • 83

Dive into the world of banking transactions to uncover hidden anomalies and protect customer confidence. Ready to take on the challenge?

Probability & Statistics

1-2 hours

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FAQs

Do I need to download any software to learn on DataCamp?

No. You can learn on Datacamp without having to install any software—all the training and exercises can be completed in your browser using a Jupyter Notebook environment.

Can I share my completed projects?

Yes. You can download both complete and incomplete projects to add to your GitHub or any other personal portfolio.

Can I complete a project in both the guided and unguided mode?

You can replay projects as many times as you like in either learning mode.