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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

77 ProjectsSee matching Courses

Project

Building Financial Reports

  • IntermediateSkill Level
  • 4.1+
  • 384

Ready to analyze and visualize financial ratios? In this project, you will take on real-world challenges like evaluating the profitability and leverage of companies across industries.

Applied Finance

1-2 hours

Project

Debugging Code

  • BasicSkill Level
  • 4.0+
  • 382

Sharpen your debugging skills to enhance sales data accuracy.

Software Development

Less than 1 hour

Project

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.1+
  • 381

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

Machine Learning

1-2 hours

Project

Building a Retail Inventory Management System

  • AdvancedSkill Level
  • 3.9+
  • 363

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

Software Development

Less than 1 hour

Project

Word Frequency in Moby Dick

  • IntermediateSkill Level
  • 3.8+
  • 352

Use web scraping and NLP to find the most frequent words in classic literature: Herman Melvilles novel, Moby Dick.

Python Programming, Software Development

1-2 hours

Project

Analyzing Flight Delays and Cancellations

  • IntermediateSkill Level
  • 3.0+
  • 342

Examine flight delays & cancellations to uncover insights.

Data Manipulation, Data Visualization

1-2 hours

Project

Inspecting Electric Vehicle Charging Trends

  • IntermediateSkill Level
  • 4.0+
  • 335

Chart electric vehicle charging trends to inform strategic planning.

Data Manipulation, Data Visualization

1-2 hours

Project

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 3.8+
  • 322

Analyze product data for an online sports retail company to optimize revenue.

Data Manipulation

1-2 hours

Project

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.8+
  • 314

Build models predicting customer churn for Indian telecom customers.

Data Manipulation, Machine Learning

1-2 hours

Project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.1+
  • 310

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

Project

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.6+
  • 308

Explore facial recognition with ML by distinguishing Arnold Schwarzenegger from others using Python and scikit-learn.

Machine Learning

1-2 hours

Project

Examining the History of Lego Sets

  • BasicSkill Level
  • 4.2+
  • 308

Use a variety of data manipulation techniques to explore different aspects of Legos history.

Data Manipulation

Less than 1 hour

Project

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 3.8+
  • 302

Query the VatComply API to gather exchange rate information and incorporate into a sales orders dataset!

Software Development, Data Manipulation

Less than 15 minutes

Project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 3.7+
  • 287

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

Probability & Statistics

1-2 hours

Project

Understanding Subscription Behaviors

  • IntermediateSkill Level
  • 4.2+
  • 286

Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.

Data Manipulation

Less than 15 minutes

Project

Generating Keywords for Search Campaigns

  • BasicSkill Level
  • 4.3+
  • 272

Automatically generate keywords for a search engine marketing campaign using Python to send website visitors to the right landing page.

Data Manipulation

1-2 hours

Project

Powering Data for the Department of Energy - Building an ETL Pipeline

  • IntermediateSkill Level
  • 4.0+
  • 267

Powering Data for the Department of Energy - Building an ETL Pipeline

Data Engineering

1-2 hours

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 3.3+
  • 267

Use joining techniques to discover the oldest businesses in the world.

Data Manipulation

1-2 hours

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.1+
  • 263

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

Artificial Intelligence

1-2 hours

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.2+
  • 255

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

Analyze Your Stock Portfolio for Risks and Returns

  • IntermediateSkill Level
  • 3.5+
  • 252

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

Applied Finance

1-2 hours

Project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.4+
  • 246

Analyze online shopping habits: returning vs. new customers using statistics & probability techniques!

Probability & Statistics

1-2 hours

Project

Food Image Classification with Hugging Face

  • IntermediateSkill Level
  • 4.3+
  • 234

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

Artificial Intelligence

1-2 hours

Project

What Makes a Good Book?

  • IntermediateSkill Level
  • 4.5+
  • 233

Generate features from text and numeric variables to predict the popularity of books.

Machine Learning

1-2 hours

Project

Data-Driven Decisions with A/B Testing

  • IntermediateSkill Level
  • 4.5+
  • 214

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

Image Processing for Object Detection Models

  • IntermediateSkill Level
  • 4.4+
  • 212

Building an image processing pipeline for data augmentation.

Data Visualization, Data Manipulation

1-2 hours

Project

Exploring Stock Market Trends with Plotly

  • BasicSkill Level
  • 4.4+
  • 204

Build interactive stock charts with Plotly and uncover financial trends in the fast food industry.

Data Visualization

1-2 hours

Project

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.6+
  • 202

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Detect Traffic Signs with Deep Learning

  • AdvancedSkill Level
  • 4.4+
  • 199

Enhancing Transportation Safety through Traffic Sign Detection

Artificial Intelligence

1-2 hours

Project

Compare Baseball Player Statistics using Visualizations

  • IntermediateSkill Level
  • 4.3+
  • 187

Use MLBs Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.

Data Visualization

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.