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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

74 Projects

Project

Investigating Netflix Movies

  • BeginnerSkill Level
  • 4.1+
  • 22K

Apply the foundational Python skills you learned in Introduction to Python and Intermediate Python by manipulating and visualizing movie data.

Data Manipulation, Data Visualization

1-2 hours

Project

Exploring NYC Public School Test Result Scores

  • BeginnerSkill Level
  • 4.2+
  • 5.9K

Use data manipulation and summary statistics to analyze test scores across New York Citys public schools!

Exploratory Data Analysis

Less than 1 hour

Project

Analyzing Crime in Los Angeles

  • IntermediateSkill Level
  • 4.2+
  • 5.3K

Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.

Data Manipulation, Exploratory Data Analysis

Less than 1 hour

Project

Visualizing the History of Nobel Prize Winners

  • BeginnerSkill Level
  • 4.1+
  • 3.3K

Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?

Data Manipulation, Data Visualization

1-2 hours

Project

Predictive Modeling for Agriculture

  • IntermediateSkill Level
  • 4.3+
  • 3.3K

Dive into agriculture using supervised machine learning and feature selection to aid farmers in crop cultivation and solve real-world problems.

Python Programming, Machine Learning, Software Development

1-2 hours

Project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.2+
  • 2.4K

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

Python Programming, Data Manipulation

1-2 hours

Project

Cleaning Bank Marketing Campaign Data

  • IntermediateSkill Level
  • 4.2+
  • 2.2K

Tidy a bank marketing campaign dataset by splitting it into subsets, updating values, converting data types, and storing it as multiple csv files.

Software Development

Less than 1 hour

Project

Creating Functions to Register App Users

  • BeginnerSkill Level
  • 4.0+
  • 1.8K

Define functions to catch errors when new users register for an app!

Software Development

1-2 hours

Project

Data-Driven Product Management: Conducting a Market Analysis

  • BeginnerSkill Level
  • 4.1+
  • 1.7K

Explore local and global fitness trends to identify product niches. Investigate online interest in gyms, workouts, digital services, and web apps.

Python Programming, Data Manipulation

1-2 hours

Project

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.1+
  • 1.6K

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

Probability & Statistics

1-2 hours

Project

Clustering Antarctic Penguin Species

  • IntermediateSkill Level
  • 4.4+
  • 1.5K

Arctic Penguin Exploration: Unraveling Clusters in the Icy Domain with K-means Clustering

Machine Learning

1-2 hours

Project

Customer Analytics: Preparing Data for Modeling

  • IntermediateSkill Level
  • 4.0+
  • 1.4K

Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!

Data Manipulation

1-2 hours

Project

Building a Retail Data Pipeline

  • IntermediateSkill Level
  • 3.8+
  • 1.4K

Test your Data engineering skills by creating a data pipeline to analyze E-commerce business of Walmart!

Python Programming, Data Manipulation, Data Engineering

Less than 15 minutes

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.4+
  • 1.2K

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

Getting a Good Nights Sleep

  • BeginnerSkill Level
  • 4.1+
  • 1.1K

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

Data Manipulation, Exploratory Data Analysis

1-2 hours

Project

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.1+
  • 1K

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

Building RAG Chatbots for Technical Documentation

  • IntermediateSkill Level
  • 3.9+
  • 1K

Implement retrieval augmented generation (RAG) with LangChain to create a chatbot for answering questions about technical documentation.

Artificial Intelligence

1-2 hours

Project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BeginnerSkill Level
  • 4.2+
  • 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
  • 4.5+
  • 857

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
  • 4.2+
  • 848

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

Software Development, Data Engineering

1-2 hours

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.7+
  • 810

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

Artificial Intelligence

1-2 hours

Project

Extracting TV Data Insights

  • BeginnerSkill Level
  • 4.2+
  • 653

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

Data Manipulation

Less than 1 hour

Project

Debugging a Sales Data Workflow

  • BeginnerSkill Level
  • 3.9+
  • 520

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
  • 3.5+
  • 520

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

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 4.0+
  • 494

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

Data Manipulation

1-2 hours

Project

Interstellar Delivery: Mastering Datetime in Python

  • IntermediateSkill Level
  • 4.2+
  • 491

Manipulate date and time using Python

Software Development

1-2 hours

Project

Building a Calorie Intake Calculator

  • BeginnerSkill Level
  • 4.2+
  • 479

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

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 3.7+
  • 438

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

Debugging Code

  • BeginnerSkill Level
  • 4.2+
  • 437

Sharpen your debugging skills to enhance sales data accuracy.

Software Development

Less than 1 hour

Project

Word Frequency in Moby Dick

  • IntermediateSkill Level
  • 3.8+
  • 430

Use web scraping and NLP to find the most frequent words in classic literature: Herman Melvilles novel, Moby Dick.

Python Programming, Software Development

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.