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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

21 ProjectsSee matching Courses

Project

Analyzing Motorcycle Part Sales

  • AdvancedSkill Level
  • 4.0+
  • 2.2K

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

Data Manipulation, Reporting

1-2 hours

Project

Analyzing Unicorn Companies

  • AdvancedSkill Level
  • 4.0+
  • 783

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

1-2 hours

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.7+
  • 736

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

Artificial Intelligence

1-2 hours

Project

Evaluate a Manufacturing Process

  • AdvancedSkill Level
  • 3.9+
  • 609

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

Data Manipulation, Reporting

1-2 hours

Project

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.4+
  • 470

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

Project

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 3.8+
  • 421

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

Data Engineering, Data Preparation

1-2 hours

Project

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.2+
  • 366

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

Machine Learning

1-2 hours

Project

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.4+
  • 348

Help the bank monitoring their fraud detection model and figuring out why its not performing as expected.

Machine Learning

1-2 hours

Project

Building a Retail Inventory Management System

  • AdvancedSkill Level
  • 3.8+
  • 341

Develop an inventory management system for a retail business using OOP in Python.

Software Development

Less than 1 hour

Project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.1+
  • 302

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

Project

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.9+
  • 277

Use deep learning to automate the classification of service desk tickets.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 3.7+
  • 264

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

Probability & Statistics

1-2 hours

Project

Assessing the Effectiveness of Medical Treatments

  • AdvancedSkill Level
  • 4.5+
  • 259

Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.

Machine Learning, Probability & Statistics

Less than 1 hour

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.2+
  • 253

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

Detect Traffic Signs with Deep Learning

  • AdvancedSkill Level
  • 4.4+
  • 188

Enhancing Transportation Safety through Traffic Sign Detection

Artificial Intelligence

1-2 hours

Project

Classifying X-Ray Images using PyTorch

  • AdvancedSkill Level
  • 4.4+
  • 163

Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.

Artificial Intelligence

1-2 hours

Project

Basketball Analytics: Clustering Players by Performance Metrics

  • AdvancedSkill Level
  • 4.4+
  • 138

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

Machine Learning

1-2 hours

Project

How Environmental Factors Influence Wildlife Populations

  • AdvancedSkill Level
  • 4.2+
  • 117

Explore habitat data using factor and survival analysis tools.

Probability & Statistics

1-2 hours

Project

Building Wedding Planning Software

  • AdvancedSkill Level
  • 4.1+
  • 116

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

Software Development

Less than 15 minutes

Project

Efficient AI with PyTorch

  • AdvancedSkill Level
  • 4.4+
  • 85

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

Artificial Intelligence

Less than 1 hour

Project

Reward Modeling for RLHF

  • AdvancedSkill Level
  • 3.7+
  • 79

Train a reward model based on the trl library.

Artificial Intelligence

1-2 hours

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.