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Projects

Solve real-world problems

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

  • Learn to code on your own
  • 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

134 Projects

Project

Analyzing Electric Vehicle Charging Habits

  • BeginnerSkill Level
  • 4.6+
  • 107

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

Exploratory Data Analysis

Less than 1 hour

Project

Insights into Bicycle Theft using Visualization

  • IntermediateSkill Level
  • 4.1+
  • 101

Determine the patterns where bike theft is most likely to occur using visualizations.

Data Visualization

1-2 hours

Project

Analyzing Electric Vehicle Charging Habits

  • BeginnerSkill Level
  • 4.4+
  • 97

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

Exploratory Data Analysis

Less than 1 hour

Project

Data-Driven Decisions with A/B Testing

  • IntermediateSkill Level
  • 4.0+
  • 93

Step into a data scientists role and learn how to make product decisions with A/B testing in Python!

Probability & Statistics

1-2 hours

Project

When Was the Golden Era of Video Games?

  • BeginnerSkill Level
  • 4.4+
  • 89

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

Data Manipulation

Less than 15 minutes

Project

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.6+
  • 88

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

Insurance Claim Processing with Pinecone

  • IntermediateSkill Level
  • 3.7+
  • 84

Process insurance claims with a Pinecone vector database and OpenAI embeddings.

Artificial Intelligence

1-2 hours

Project

Optimize Pricing Predictions with Feature Engineering

  • IntermediateSkill Level
  • 4.5+
  • 70

Improve a Car Price prediction model using Feature Engineering tools

Machine Learning

1-2 hours

Project

Customer Analytics: Preparing Data for Modeling

  • BeginnerSkill Level
  • 4.0+
  • 64

Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!

Data Manipulation

1-2 hours

Project

Food Price Forecasting with Functions

  • IntermediateSkill Level
  • 4.6+
  • 56

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

Data Manipulation

1-2 hours

Project

Optimize LLMs with Llama Fine-tuning

  • IntermediateSkill Level
  • 3.9+
  • 46

Build an AI-powered airline chat assistant to generate custom responses and identify user intent.

Artificial Intelligence

1-2 hours

Project

Reward Modeling for RLHF

  • AdvancedSkill Level
  • 3.9+
  • 43

Train a reward model based on the trl library.

Artificial Intelligence

1-2 hours

Project

Analyzing Electric Vehicle Charging Habits

  • BeginnerSkill Level
  • 5.0+
  • 34

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

Exploratory Data Analysis

Less than 1 hour

Project

Efficient AI with PyTorch

  • AdvancedSkill Level
  • 5.0+
  • 27

Use distributed training to optimize a transformer model with multi-device acceleration and advanced optimizers.

Artificial Intelligence

Less than 1 hour

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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.