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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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Recommended Projects

Build your skills with interactive courses for data science, data analysis, AI machine learning and more, curated by real-world experts

    135 Projects

    Project

    Predicting Traffic Volume with PyTorch

    • IntermediateSkill Level
    • 4.4+
    • 335 reviews

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

    Artificial Intelligence

    1 hour

    Project

    What Makes a Good Book?

    • IntermediateSkill Level
    • 4.4+
    • 688 reviews

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

    Machine Learning

    1 hour

    Project

    Data-Driven Decisions with A/B Testing

    • IntermediateSkill Level
    • 4.6+
    • 225 reviews

    Step into a data scientists role and learn how to make product decisions with A/B testing in Python!

    Probability & Statistics

    1 hour

    Project

    Personalized Language Tutor

    • BasicSkill Level
    • 4.5+
    • 226 reviews

    Using OpenAI API for text translation, grammar checking, and pronunciation feedback

    Artificial Intelligence

    1 hour

    Project

    Food Image Classification with Hugging Face

    • IntermediateSkill Level
    • 4.4+
    • 415 reviews

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

    Artificial Intelligence

    1 hour

    Project

    What is Your Heart Rate Telling You?

    • IntermediateSkill Level
    • 4.0+
    • 346 reviews

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

    Data Manipulation, Probability & Statistics, Data Visualization

    1 hour

    Project

    Tech Talent Recruiting with Regex

    • BasicSkill Level
    • 4.3+
    • 467 reviews

    Join a leading HR consultancy to use regular expressions and data preprocessing to find tech job candidates from thousands of resumes.

    Data Preparation, Data Manipulation

    1 hour

    Project

    Analyzing River Thames Water Levels

    • IntermediateSkill Level
    • 4.0+
    • 1,175 reviews

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

    Python Programming, Data Manipulation

    1 hour

    Project

    Efficient AI with PyTorch

    • AdvancedSkill Level
    • 4.6+
    • 28 reviews

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

    Artificial Intelligence

    30 min

    Project

    Exploring Londons Travel Network

    • BasicSkill Level
    • 4.5+
    • 794 reviews

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

    Data Engineering, Data Warehouse

    30 min

    Project

    Optimize LLMs with Llama Fine-tuning

    • IntermediateSkill Level
    • 4.5+
    • 207 reviews

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

    Artificial Intelligence

    1 hour

    Project

    Consolidating Employee Data

    • IntermediateSkill Level
    • 4.3+
    • 2,270 reviews

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

    Data Preparation

    30 min

    Project

    Building Wedding Planning Software

    • AdvancedSkill Level
    • 4.1+
    • 236 reviews

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

    Software Development

    Project

    Social Networks: A Twitter Network Analysis

    • IntermediateSkill Level
    • 4.3+
    • 316 reviews

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

    Exploratory Data Analysis

    1 hour

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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.

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