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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

135 Projects

Project

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 4.1+
  • 363

Join us at a leading insurance company, where well craft a model to predict customer charges and test it with new client data

Machine Learning

1-2 hours

Project

Building Core Sign-Up Functions to Help Validate New Users

  • BasicSkill Level
  • 4.4+
  • 360

Create custom Python functions to validate user input!

Software Development

Less than 1 hour

Project

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.8+
  • 354

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

Machine Learning

1-2 hours

Project

Identifying Flight Duration Trends in Air Travel

  • BasicSkill Level
  • 4.0+
  • 353

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

Data Manipulation

1-2 hours

Project

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.5+
  • 352

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

Data Warehouse, Data Engineering, Exploratory Data Analysis

Less than 1 hour

Project

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.5+
  • 348

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

Project

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.2+
  • 348

Solve the Taxi-v3 environment using Q-learning, ensuring efficient AI-driven transportation.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Debugging Code

  • BasicSkill Level
  • 4.1+
  • 342

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
  • 4.5+
  • 331

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

Artificial Intelligence, Applied Finance

1-2 hours

Project

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.3+
  • 320

Build models predicting customer churn for Indian telecom customers.

Machine Learning, Data Manipulation

1-2 hours

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.0+
  • 317

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

Artificial Intelligence

1-2 hours

Project

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.0+
  • 314

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

Probability & Statistics

1-2 hours

Project

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 3.9+
  • 310

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

Data Manipulation, Software Development

Less than 15 minutes

Project

Generating Keywords for Search Campaigns

  • BasicSkill Level
  • 4.5+
  • 305

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

Word Frequency in Moby Dick

  • IntermediateSkill Level
  • 4.1+
  • 305

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

Software Development, Python Programming

1-2 hours

Project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.2+
  • 304

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

Probability & Statistics

1-2 hours

Project

Inspecting Electric Vehicle Charging Trends

  • IntermediateSkill Level
  • 4.2+
  • 301

Chart electric vehicle charging trends to inform strategic planning.

Data Visualization, Data Manipulation

1-2 hours

Project

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.1+
  • 292

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

Machine Learning

1-2 hours

Project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.4+
  • 283

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

Project

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

  • IntermediateSkill Level
  • 4.1+
  • 277

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

Data Engineering

1-2 hours

Project

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.3+
  • 273

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

Data Warehouse, Data Engineering

Less than 1 hour

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 3.4+
  • 265

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

Data Manipulation

1-2 hours

Project

Understanding Search Interest with Google Trends

  • IntermediateSkill Level
  • 4.1+
  • 264

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

Data Visualization

Less than 1 hour

Project

Image Processing for Object Detection Models

  • IntermediateSkill Level
  • 4.0+
  • 254

Building an image processing pipeline for data augmentation.

Data Manipulation, Data Visualization

1-2 hours

Project

Analyzing River Thames Water Levels

  • IntermediateSkill Level
  • 3.5+
  • 254

Apply your data manipulation skills to time series data on water levels of the River Thames.

Python Programming, Data Manipulation

1-2 hours

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.4+
  • 250

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

Data Manipulation, Machine Learning

1-2 hours

Project

Detect Traffic Signs with Deep Learning

  • AdvancedSkill Level
  • 4.3+
  • 239

Enhancing Transportation Safety through Traffic Sign Detection

Artificial Intelligence

1-2 hours

Project

Analyze Your Stock Portfolio for Risks and Returns

  • IntermediateSkill Level
  • 4.1+
  • 237

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

Applied Finance

1-2 hours

Project

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.7+
  • 229

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

Artificial Intelligence, Machine Learning

1-2 hours

Project

Compare Baseball Player Statistics using Visualizations

  • IntermediateSkill Level
  • 4.3+
  • 225

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.