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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

project

Analyzing Crime in Los Angeles

0.75 hours
16.1K
Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.

Browse Projects

125 projects

project

Investigating Netflix Movies

  • BeginnerSkill Level
  • 4.1+
  • 25.5K

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

Analyzing Students Mental Health

  • BeginnerSkill Level
  • 4.2+
  • 21K

Use your data manipulation skills to perform exploratory data analysis on a dataset around student mental health.

Data Management

1-2 hours

project

Introduction to Notebook Projects

  • BeginnerSkill Level
  • 4.3+
  • 17.2K

Get up to speed with notebook based projects. This will prepare you for your first Python, SQL & R projects.

Less than 15 minutes

project

Exploring NYC Public School Test Result Scores

  • BeginnerSkill Level
  • 4.2+
  • 7K

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
  • 3.6+
  • 5.2K

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+
  • 3.7K

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
  • 4.2+
  • 3.7K

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

When Was the Golden Era of Video Games?

  • BeginnerSkill Level
  • 4.3+
  • 3K

Use SQL to figure out the golden era of video games!

Data Manipulation

Less than 15 minutes

project

Analyzing Motorcycle Part Sales

  • AdvancedSkill Level
  • 4.1+
  • 2.9K

Derive insights about motorcycle part sales over time across multiple warehouse sites!

Data Manipulation, Reporting

1-2 hours

project

Analyze International Debt Statistics

  • BeginnerSkill Level
  • 4.2+
  • 2.8K

Write SQL queries to answer interesting questions about international debt using data from The World Bank.

Data Manipulation

Less than 1 hour

project

Dr. Semmelweis and the Importance of Handwashing

  • BeginnerSkill Level
  • 3.8+
  • 2.8K

Reanalyze the data behind one of the most important discoveries of modern medicine: handwashing.

Data Manipulation, Data Visualization

1-2 hours

project

Analyze the Popularity of Programming Languages

  • BeginnerSkill Level
  • 3.7+
  • 2.5K

Analyze the relative popularity of programming languages over time based on Stack Overflow data.

Data Manipulation

1-2 hours

project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.2+
  • 2.5K

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+
  • 2.1K

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

Analyzing Industry Carbon Emissions

  • BeginnerSkill Level
  • 4.2+
  • 2.1K

Use your SQL skills to explore a dataset about product carbon emissions.

Data Manipulation

Less than 1 hour

project

Customer Analytics: Preparing Data for Modeling

  • IntermediateSkill Level
  • 4.0+
  • 2K

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

Data Manipulation

1-2 hours

project

Data-Driven Product Management: Conducting a Market Analysis

  • BeginnerSkill Level
  • 3.9+
  • 1.8K

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

Creating Functions to Register App Users

  • BeginnerSkill Level
  • 3.9+
  • 1.7K

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

Software Development

1-2 hours

project

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.1+
  • 1.7K

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+
  • 1.6K

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

Machine Learning

1-2 hours

project

Exploring Londons Travel Network

  • BeginnerSkill Level
  • 4.2+
  • 1.4K

Use SQL to analyze a database containing information about Transport for London journeys over 12 years!

Data Engineering, Exploratory Data Analysis, Data Warehouse

Less than 1 hour

project

Building a Retail Data Pipeline

  • IntermediateSkill Level
  • 3.7+
  • 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+
  • 1.3K

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

Analyzing Unicorn Companies

  • AdvancedSkill Level
  • 4.0+
  • 1.2K

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

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.1+
  • 1.2K

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

Planning a Trip to Paris with the OpenAI API

  • BeginnerSkill Level
  • 3.8+
  • 1.2K

Use OpenAIs powerful API to answer questions about tourist attractions in Paris.

Artificial Intelligence

Less than 1 hour

project

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.4+
  • 1.1K

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

Python Programming, Machine Learning

1-2 hours

project

Exploring Trends in American Baby Names

  • BeginnerSkill Level
  • 4.0+
  • 1K

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

Data Manipulation

Less than 1 hour

project

Analyzing Electric Vehicle Charging Habits

  • BeginnerSkill Level
  • 4.3+
  • 1K

Analyze data about electronic vehicle charging behavior to better use shared charging stations.

Exploratory Data Analysis

Less than 1 hour

project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BeginnerSkill Level
  • 4.0+
  • 973

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

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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.