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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


Browse Projects

135 Projects

Project

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.6+
  • 393

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

Machine Learning

1-2 hours

Project

Analyzing Flight Delays and Cancellations

  • IntermediateSkill Level
  • 3.4+
  • 392

Examine flight delays & cancellations to uncover insights.

Data Manipulation, Data Visualization

1-2 hours

Project

Word Frequency in Moby Dick

  • IntermediateSkill Level
  • 4.0+
  • 387

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

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 3.9+
  • 379

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

Probability & Statistics

1-2 hours

Project

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 3.6+
  • 372

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

Data Manipulation

1-2 hours

Project

Building a Retail Inventory Management System

  • AdvancedSkill Level
  • 3.7+
  • 371

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

Software Development

Less than 1 hour

Project

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.3+
  • 370

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

Data Engineering, Data Warehouse, Exploratory Data Analysis

Less than 1 hour

Project

Debugging Code

  • BasicSkill Level
  • 4.1+
  • 370

Sharpen your debugging skills to enhance sales data accuracy.

Software Development

Less than 1 hour

Project

Enriching Stock Market Data using the OpenAI API

  • BasicSkill Level
  • 4.2+
  • 364

Use OpenAIs powerful API to enrich and summarize stock market data.

Applied Finance, Artificial Intelligence

1-2 hours

Project

Identifying Flight Duration Trends in Air Travel

  • BasicSkill Level
  • 4.1+
  • 345

Exploring flight data from NYC using advanced data joining techniques in R.

Data Manipulation

1-2 hours

Project

Generating Keywords for Search Campaigns

  • BasicSkill Level
  • 4.4+
  • 344

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

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.0+
  • 338

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

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 3.9+
  • 334

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

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.6+
  • 325

Build models predicting customer churn for Indian telecom customers.

Data Manipulation, Machine Learning

1-2 hours

Project

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.1+
  • 324

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

Machine Learning

1-2 hours

Project

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.1+
  • 321

Perform a hypothesis test to determine if more goals are scored in womens soccer matches than mens!

Probability & Statistics

1-2 hours

Project

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

  • IntermediateSkill Level
  • 4.3+
  • 319

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

Data Engineering

1-2 hours

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 3.9+
  • 316

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

Artificial Intelligence

1-2 hours

Project

Inspecting Electric Vehicle Charging Trends

  • IntermediateSkill Level
  • 4.2+
  • 313

Chart electric vehicle charging trends to inform strategic planning.

Data Manipulation, Data Visualization

1-2 hours

Project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.1+
  • 312

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

Probability & Statistics

1-2 hours

Project

Understanding Search Interest with Google Trends

  • IntermediateSkill Level
  • 4.2+
  • 304

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

Data Visualization

Less than 1 hour

Project

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.9+
  • 291

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

Machine Learning, Artificial Intelligence

1-2 hours

Project

Analyze Your Stock Portfolio for Risks and Returns

  • IntermediateSkill Level
  • 4.2+
  • 283

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

Applied Finance

1-2 hours

Project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.5+
  • 279

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

Project

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.3+
  • 275

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

Image Processing for Object Detection Models

  • IntermediateSkill Level
  • 4.0+
  • 270

Building an image processing pipeline for data augmentation.

Data Visualization, Data Manipulation

1-2 hours

Project

Food Image Classification with Hugging Face

  • IntermediateSkill Level
  • 4.5+
  • 254

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

Artificial Intelligence

1-2 hours

Project

Visualizing the History of Nobel Prize Winners

  • BasicSkill Level
  • 3.6+
  • 243

Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?

Data Manipulation, Data Visualization

1-2 hours

Project

What Makes a Good Book?

  • IntermediateSkill Level
  • 4.6+
  • 239

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

Machine Learning

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.