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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

71 ProjectsSee matching Courses

Project

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 3.6+
  • 362

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

Data Manipulation

1-2 hours

Project

Image Processing for Object Detection Models

  • IntermediateSkill Level
  • 4.2+
  • 355

Building an image processing pipeline for data augmentation.

Data Visualization, Data Manipulation

1-2 hours

Project

Inspecting Electric Vehicle Charging Trends

  • IntermediateSkill Level
  • 3.8+
  • 353

Chart electric vehicle charging trends to inform strategic planning.

Data Manipulation, Data Visualization

1-2 hours

Project

Word Frequency in Moby Dick

  • IntermediateSkill Level
  • 4.1+
  • 310

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

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.1+
  • 304

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+
  • 303

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

Probability & Statistics

1-2 hours

Project

Compare Baseball Player Statistics using Visualizations

  • IntermediateSkill Level
  • 4.0+
  • 296

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

Data Visualization

1-2 hours

Project

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.7+
  • 296

Build models predicting customer churn for Indian telecom customers.

Data Manipulation, Machine Learning

1-2 hours

Project

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 3.7+
  • 287

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

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

  • IntermediateSkill Level
  • 4.0+
  • 269

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

Data Engineering

1-2 hours

Project

Analyze Your Stock Portfolio for Risks and Returns

  • IntermediateSkill Level
  • 3.5+
  • 265

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

Applied Finance

1-2 hours

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 3.4+
  • 258

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

Data Manipulation

1-2 hours

Project

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.6+
  • 248

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

Machine Learning

1-2 hours

Project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.1+
  • 228

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

Probability & Statistics

1-2 hours

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.1+
  • 213

Use logistic regression to predict whether people will make a claim on their car insurance!

Machine Learning

1-2 hours

Project

What Makes a Good Book?

  • IntermediateSkill Level
  • 4.6+
  • 212

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

Machine Learning

1-2 hours

Project

Predicting Traffic Volume with PyTorch

  • IntermediateSkill Level
  • 4.4+
  • 207

Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.

Artificial Intelligence

1-2 hours

Project

Data-Driven Decisions with A/B Testing

  • IntermediateSkill Level
  • 4.2+
  • 198

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

Food Image Classification with Hugging Face

  • IntermediateSkill Level
  • 4.3+
  • 195

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

Artificial Intelligence

1-2 hours

Project

Predict Future Sales of Fast-Food Menu Items

  • IntermediateSkill Level
  • 4.1+
  • 185

Help a fast food chain save money and place more accurate orders by building a model to predict food sales.

Machine Learning

1-2 hours

Project

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.8+
  • 164

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Combating Subscriber Churn with Targeted Marketing

  • IntermediateSkill Level
  • 4.4+
  • 157

Leverage machine learning algorithms and models for marketing analytics tasks in a streaming platform.

Machine Learning

1-2 hours

Project

Optimize LLMs with Llama Fine-tuning

  • IntermediateSkill Level
  • 4.9+
  • 148

Build an AI-powered airline chat assistant to generate custom responses and identify user intent.

Artificial Intelligence

1-2 hours

Project

Understanding Subscription Behaviors

  • IntermediateSkill Level
  • 4.5+
  • 142

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

Data Manipulation

Less than 15 minutes

Project

Understanding Search Interest with Google Trends

  • IntermediateSkill Level
  • 4.2+
  • 141

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

Data Visualization

Less than 1 hour

Project

Dr. Semmelweis and the Importance of Handwashing

  • IntermediateSkill Level
  • 4.1+
  • 141

Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.

Probability & Statistics

1-2 hours

Project

Consolidating Employee Data

  • IntermediateSkill Level
  • 4.7+
  • 140

Use DataFrames to read and merge employee data from different sources.

Data Preparation

Less than 1 hour

Project

Analyzing River Thames Water Levels

  • IntermediateSkill Level
  • 3.4+
  • 138

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

Python Programming, Data Manipulation

1-2 hours

Project

Social Networks: A Twitter Network Analysis

  • IntermediateSkill Level
  • 3.9+
  • 127

Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.

Exploratory Data Analysis

1-2 hours

Project

What is Your Heart Rate Telling You?

  • IntermediateSkill Level
  • 4.3+
  • 124

Examine the relationship between heart rate and heart disease using multiple logistic regression.

Data Manipulation, Probability & Statistics, 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.