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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

131 Projects

Project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BeginnerSkill Level
  • 4.1+
  • 1K

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

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.4+
  • 983

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
  • 4.1+
  • 956

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

Software Development, Data Engineering

1-2 hours

Project

Predict Energy Consumption

  • IntermediateSkill Level
  • 4.3+
  • 875

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

Machine Learning

1-2 hours

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 4.2+
  • 800

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

Data Manipulation

1-2 hours

Project

Impact Analysis of GoodThought NGO Initiatives

  • IntermediateSkill Level
  • 4.1+
  • 785

Use SQL to explore and analyze GoodThought NGOs database, uncovering key insights from over 13 years of transformative projects.

Data Manipulation

1-2 hours

Project

Debugging a Sales Data Workflow

  • BeginnerSkill Level
  • 3.7+
  • 757

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

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.8+
  • 754

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

Artificial Intelligence

1-2 hours

Project

Getting a Good Nights Sleep

  • BeginnerSkill Level
  • 4.2+
  • 697

Dive into sleep data and gain insights about factors that impact sleep quality

Data Manipulation, Exploratory Data Analysis

1-2 hours

Project

Evaluate a Manufacturing Process

  • AdvancedSkill Level
  • 3.7+
  • 679

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

Data Manipulation, Reporting

1-2 hours

Project

Analyzing and Formatting PostgreSQL Sales Data

  • IntermediateSkill Level
  • 3.8+
  • 653

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

  • BeginnerSkill Level
  • 4.1+
  • 645

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

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 3.7+
  • 631

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Extracting TV Data Insights

  • BeginnerSkill Level
  • 4.2+
  • 623

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
  • 4.4+
  • 605

Manipulate date and time using Python

Software Development

1-2 hours

Project

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 3.5+
  • 549

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

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.3+
  • 539

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

Artificial Intelligence

1-2 hours

Project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.1+
  • 522

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

Probability & Statistics

1-2 hours

Project

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 4.1+
  • 515

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

Artificial Intelligence

1-2 hours

Project

Identifying Flight Duration Trends in Air Travel

  • BeginnerSkill Level
  • 4.1+
  • 514

Exploring flight data from NYC using advanced data joining techniques in R.

Data Manipulation

1-2 hours

Project

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.1+
  • 484

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

Machine Learning, Artificial Intelligence

1-2 hours

Project

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.4+
  • 480

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

Machine Learning

1-2 hours

Project

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.1+
  • 469

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

Project

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 3.9+
  • 441

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

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.0+
  • 431

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

Producing Soccer Insights for a Sports Media Agency

  • BeginnerSkill Level
  • 3.9+
  • 429

Analyze UEFA Champions League Soccer Games using Snowflake SQL.

Data Manipulation, Reporting, Data Warehouse

1-2 hours

Project

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.8+
  • 423

Use deep learning to automate the classification of service desk tickets.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Enriching Stock Market Data using the OpenAI API

  • BeginnerSkill Level
  • 4.4+
  • 413

Use OpenAIs powerful API to enrich and summarize stock market data.

Applied Finance, Artificial Intelligence

1-2 hours

Project

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.2+
  • 410

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

Probability & Statistics

1-2 hours

Project

Topic Analysis of Clothing Reviews with Embeddings

  • IntermediateSkill Level
  • 3.7+
  • 402

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

Artificial Intelligence

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.