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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 ProjectsSee matching Courses

Project

Analyzing Unicorn Companies

  • AdvancedSkill Level
  • 4.0+
  • 855

Use your SQL skills to find out how many companies reached a valuation of over $1 billion across different industries between 2019 and 2021!

Software Development

1-2 hours

Project

Exploring Trends in American Baby Names

  • BasicSkill Level
  • 4.2+
  • 837

Use categorization and ranking techniques to explore 101 years of American baby names.

Data Manipulation

Less than 1 hour

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.4+
  • 796

Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!

Machine Learning, Probability & Statistics

1-2 hours

Project

Factors that Fuel Student Performance

  • IntermediateSkill Level
  • 3.9+
  • 775

Use SQL to analyze a database containing information about Student performance!

Exploratory Data Analysis, Data Engineering

Less than 1 hour

Project

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.1+
  • 773

Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.

Machine Learning

1-2 hours

Project

Evaluate a Manufacturing Process

  • AdvancedSkill Level
  • 4.0+
  • 729

Identify issues in a manufacturing process using SQL window functions and subqueries

Data Manipulation, Reporting

1-2 hours

Project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BasicSkill Level
  • 4.1+
  • 725

Conduct a supply chain analysis of the ingredients used in an avocado toast to gain an understanding of the complex supply chain involved.

Python Programming, Data Manipulation

1-2 hours

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.6+
  • 716

Use LLMs to solve diverse language tasks for a car dealership company.

Artificial Intelligence

1-2 hours

Project

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.3+
  • 666

Develop a multi-input model to classify characters from scanned documents.

Artificial Intelligence

1-2 hours

Project

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.4+
  • 636

Build a machine learning model to predict if a credit card application will get approved.

Python Programming, Machine Learning

1-2 hours

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 4.1+
  • 633

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

Data Manipulation

1-2 hours

Project

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 3.9+
  • 596

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Analyzing and Formatting PostgreSQL Sales Data

  • IntermediateSkill Level
  • 4.2+
  • 559

Enhance your SQL Skills with hands-on data cleaning in PostgreSQL: perform analyses while working with incorrect data types and missing values.

Data Manipulation

1-2 hours

Project

Building a Calorie Intake Calculator

  • BasicSkill Level
  • 4.1+
  • 542

Develop a new app feature with your Python skills to calculate calories and nutrition values from user input.

Software Development

Less than 1 hour

Project

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.0+
  • 504

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

Machine Learning, Artificial Intelligence

1-2 hours

Project

Interstellar Delivery: Mastering Datetime in Python

  • IntermediateSkill Level
  • 4.2+
  • 501

Manipulate date and time using Python

Software Development

1-2 hours

Project

Extracting TV Data Insights

  • BasicSkill Level
  • 4.3+
  • 493

Use data manipulation and visualization to explore a television broadcast dataset from the Super Bowl.

Data Manipulation

Less than 1 hour

Project

Predict Energy Consumption

  • IntermediateSkill Level
  • 4.3+
  • 481

Use regression and machine learning models to predict daily power consumption based on temporal factors.

Machine Learning

1-2 hours

Project

Producing Soccer Insights for a Sports Media Agency

  • BasicSkill Level
  • 4.0+
  • 479

Analyze UEFA Champions League Soccer Games using Snowflake SQL.

Data Manipulation, Reporting, Data Warehouse

1-2 hours

Project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.1+
  • 456

Apply your importing and cleaning data and data manipulation skills to explore New York City Airbnb data.

R Programming, Data Manipulation

1-2 hours

Project

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.5+
  • 455

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

Project

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 4.1+
  • 435

Develop a system that can detect Cyber Threats in your companys network traffic logs using Deep Learning.

Artificial Intelligence

1-2 hours

Project

Debugging a Sales Data Workflow

  • BasicSkill Level
  • 3.7+
  • 432

Sometimes, things that once worked perfectly suddenly hit a snag. Practice your knowledge of DataFrames to find the problem and fix it!

Data Manipulation

Less than 15 minutes

Project

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 4.5+
  • 425

Perform hypothesis tests to determine if the adverse effects of a pharmaceutical drug are significant!

Python Programming, Data Manipulation, Probability & Statistics

1-2 hours

Project

Building Core Sign-Up Functions to Help Validate New Users

  • BasicSkill Level
  • 4.2+
  • 399

Create custom Python functions to validate user input!

Software Development

Less than 1 hour

Project

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 4.1+
  • 397

Step into a data engineers shoes and master data cleaning with PySpark on an e-commerce orders dataset!

Data Engineering, Data Preparation

1-2 hours

Project

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 4.3+
  • 383

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

Analyzing Flight Delays and Cancellations

  • IntermediateSkill Level
  • 2.9+
  • 379

Examine flight delays & cancellations to uncover insights.

Data Manipulation, Data Visualization

1-2 hours

Project

Debugging Code

  • BasicSkill Level
  • 4.0+
  • 378

Sharpen your debugging skills to enhance sales data accuracy.

Software Development

Less than 1 hour

Project

Building Financial Reports

  • IntermediateSkill Level
  • 4.3+
  • 375

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

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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.