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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

Recommended Projects

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

Exploring Trends in American Baby Names

  • BasicSkill Level
  • 4.1+
  • 924

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

Data Manipulation

Less than 1 hour

Project

Factors that Fuel Student Performance

  • IntermediateSkill Level
  • 4.0+
  • 885

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

Data Engineering, Exploratory Data Analysis

Less than 1 hour

Project

Performing a Code Review

  • IntermediateSkill Level
  • 4.1+
  • 830

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

Software Development, Data Engineering

1-2 hours

Project

Organizing Medical Transcriptions with the OpenAI API

  • IntermediateSkill Level
  • 4.4+
  • 810

Extract structured data from unstructured natural language in medical transcriptions using the OpenAI API.

Artificial Intelligence

1-2 hours

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 4.0+
  • 805

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

Data Manipulation

1-2 hours

Project

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.4+
  • 798

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

Python Programming, Machine Learning

1-2 hours

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.7+
  • 789

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

Artificial Intelligence

1-2 hours

Project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BasicSkill Level
  • 4.1+
  • 769

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

Data Manipulation, Python Programming

1-2 hours

Project

Topic Analysis of Clothing Reviews with Embeddings

  • IntermediateSkill Level
  • 3.9+
  • 767

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

Artificial Intelligence

1-2 hours

Project

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.1+
  • 713

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

Artificial Intelligence

1-2 hours

Project

Evaluate a Manufacturing Process

  • AdvancedSkill Level
  • 4.1+
  • 645

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

Data Manipulation, Reporting

1-2 hours

Project

Predict Energy Consumption

  • IntermediateSkill Level
  • 4.5+
  • 599

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

Machine Learning

1-2 hours

Project

Analyzing and Formatting PostgreSQL Sales Data

  • IntermediateSkill Level
  • 4.1+
  • 568

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

Extracting TV Data Insights

  • BasicSkill Level
  • 4.2+
  • 560

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

Data Manipulation

Less than 1 hour

Project

Interstellar Delivery: Mastering Datetime in Python

  • IntermediateSkill Level
  • 4.2+
  • 558

Manipulate date and time using Python

Software Development

1-2 hours

Project

Building a Calorie Intake Calculator

  • BasicSkill Level
  • 4.2+
  • 536

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
  • 3.9+
  • 526

Analyze UEFA Champions League Soccer Games using Snowflake SQL.

Data Manipulation, Data Warehouse, Reporting

1-2 hours

Project

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 4.0+
  • 511

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Debugging a Sales Data Workflow

  • BasicSkill Level
  • 3.7+
  • 465

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

Building a Retail Inventory Management System

  • AdvancedSkill Level
  • 3.6+
  • 455

Develop an inventory management system for a retail business using OOP in Python.

Software Development

Less than 1 hour

Project

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 4.5+
  • 449

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

Artificial Intelligence

1-2 hours

Project

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 3.7+
  • 448

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

Data Manipulation

1-2 hours

Project

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 4.4+
  • 426

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

Probability & Statistics, Data Manipulation, Python Programming

1-2 hours

Project

Examining the History of Lego Sets

  • BasicSkill Level
  • 4.0+
  • 408

Use a variety of data manipulation techniques to explore different aspects of Legos history.

Data Manipulation

Less than 1 hour

Project

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 4.1+
  • 398

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+
  • 388

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

Machine Learning

1-2 hours

Project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 4.0+
  • 373

Explore transportation time series data analysis to uncover patterns and forecast travel costs.

Probability & Statistics

1-2 hours

Project

Building Financial Reports

  • IntermediateSkill Level
  • 4.4+
  • 370

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

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 4.1+
  • 370

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

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.1+
  • 364

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

Machine Learning, Artificial Intelligence

1-2 hours

Explore All Technologies

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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.