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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

Recommended Projects

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


21 Projects

Project

Analyzing Motorcycle Part Sales

  • AdvancedSkill Level
  • 4.3+
  • 21,955 reviews

Derive insights about motorcycle part sales over time across multiple warehouse sites!

Data Manipulation, Reporting

1 hour

Project

Analyzing Unicorn Companies

  • AdvancedSkill Level
  • 4.4+
  • 6,412 reviews

Use your SQL skills to find out how many companies reached a valuation of over $1 billion across different industries between 2019 and 2021!

Software Development

1 hour

Project

Evaluate a Manufacturing Process

  • AdvancedSkill Level
  • 4.1+
  • 4,457 reviews

Identify issues in a manufacturing process using SQL window functions and subqueries

Data Manipulation, Reporting

1 hour

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 4.2+
  • 2,977 reviews

Use LLMs to solve diverse language tasks for a car dealership company.

Artificial Intelligence

1 hour

Project

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.4+
  • 2,279 reviews

Perform a machine learning experiment to find the best model that predicts the temperature in London!

Machine Learning

1 hour

Project

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 4.4+
  • 1,294 reviews

Step into a data engineers shoes and master data cleaning with PySpark on an e-commerce orders dataset!

Data Engineering, Data Preparation

1 hour

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.3+
  • 843 reviews

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

Machine Learning, Data Manipulation

1 hour

Project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 4.1+
  • 853 reviews

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

Probability & Statistics

1 hour

Project

Efficient AI with PyTorch

  • AdvancedSkill Level
  • 4.5+
  • 79 reviews

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

Artificial Intelligence

30 min

Project

Building Wedding Planning Software

  • AdvancedSkill Level
  • 4.1+
  • 289 reviews

Develop a Wedding management system called Happea(Happily Ever After) to manage wedding invitations and the RSVP of Guests.

Software Development

Project

Reward Modeling for RLHF

  • AdvancedSkill Level
  • 4.5+
  • 36 reviews

Train a reward model based on the trl library.

Artificial Intelligence

1 hour

Explore All Technologies

PythonSQLPower BITableauGoogle SheetsExcelAlteryxAWSDockerSparkShellAzure

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.

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