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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

Analyzing Unicorn Companies

  • AdvancedSkill Level
  • 4.2+
  • 926

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

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.8+
  • 890

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

Artificial Intelligence

1-2 hours

Project

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.5+
  • 886

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

Python Programming, Machine Learning

1-2 hours

Project

Performing a Code Review

  • IntermediateSkill Level
  • 4.0+
  • 876

Review a data analysis workflow for adherence to Python standards and best-practices.

Software Development, Data Engineering

1-2 hours

Project

Topic Analysis of Clothing Reviews with Embeddings

  • IntermediateSkill Level
  • 3.9+
  • 868

Analyze clothing reviews on an e-commerce platform to explore different topics and similarities among them.

Artificial Intelligence

1-2 hours

Project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BasicSkill Level
  • 4.1+
  • 866

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

Factors that Fuel Student Performance

  • IntermediateSkill Level
  • 4.0+
  • 844

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

Exploratory Data Analysis, Data Engineering

Less than 1 hour

Project

Exploring Trends in American Baby Names

  • BasicSkill Level
  • 4.1+
  • 790

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

Data Manipulation

Less than 1 hour

Project

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.1+
  • 782

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

Artificial Intelligence

1-2 hours

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 4.0+
  • 745

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
  • 4.0+
  • 718

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Evaluate a Manufacturing Process

  • AdvancedSkill Level
  • 4.1+
  • 640

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

Data Manipulation, Reporting

1-2 hours

Project

Extracting TV Data Insights

  • BasicSkill Level
  • 4.1+
  • 639

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
  • 4.6+
  • 629

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

Machine Learning

1-2 hours

Project

Interstellar Delivery: Mastering Datetime in Python

  • IntermediateSkill Level
  • 4.1+
  • 602

Manipulate date and time using Python

Software Development

1-2 hours

Project

Building a Calorie Intake Calculator

  • BasicSkill Level
  • 4.3+
  • 570

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

Producing Soccer Insights for a Sports Media Agency

  • BasicSkill Level
  • 4.0+
  • 555

Analyze UEFA Champions League Soccer Games using Snowflake SQL.

Data Manipulation, Reporting, Data Warehouse

1-2 hours

Project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.0+
  • 548

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

Analyzing and Formatting PostgreSQL Sales Data

  • IntermediateSkill Level
  • 4.1+
  • 547

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

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 4.2+
  • 542

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
  • 3.8+
  • 536

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

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 4.0+
  • 493

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

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.5+
  • 462

Perform a machine learning experiment to find the best model that predicts the temperature in London!

Machine Learning

1-2 hours

Project

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 4.3+
  • 462

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 Financial Reports

  • IntermediateSkill Level
  • 4.4+
  • 437

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

Project

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.3+
  • 428

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

Machine Learning, Artificial Intelligence

1-2 hours

Project

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.5+
  • 426

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

Project

Building Core Sign-Up Functions to Help Validate New Users

  • BasicSkill Level
  • 4.4+
  • 421

Create custom Python functions to validate user input!

Software Development

Less than 1 hour

Project

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 4.1+
  • 410

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

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.6+
  • 401

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

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.