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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
13.1K
Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.

Browse Projects

46 projects

project

Investigating Netflix Movies

  • BeginnerSkill Level
  • 4.1+
  • 22.4K

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

Visualizing the History of Nobel Prize Winners

  • BeginnerSkill Level
  • 4.1+
  • 3.8K

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

Data Manipulation, Data Visualization

1-2 hours

project

Analyzing Crime in Los Angeles

  • IntermediateSkill Level
  • 4.2+
  • 3.7K

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

Analyze International Debt Statistics

  • BeginnerSkill Level
  • 4.1+
  • 3.1K

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

Data Manipulation

Less than 1 hour

project

Analyzing Motorcycle Part Sales

  • AdvancedSkill Level
  • 4.1+
  • 3K

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

Data Manipulation, Reporting

1-2 hours

project

When Was the Golden Era of Video Games?

  • BeginnerSkill Level
  • 4.2+
  • 2.5K

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

Data Manipulation

Less than 15 minutes

project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.3+
  • 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

Customer Analytics: Preparing Data for Modeling

  • IntermediateSkill Level
  • 4.0+
  • 2.4K

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

Data Manipulation

1-2 hours

project

Dr. Semmelweis and the Importance of Handwashing

  • BeginnerSkill Level
  • 3.7+
  • 2.3K

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

Data Manipulation, Data Visualization

1-2 hours

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

Data-Driven Product Management: Conducting a Market Analysis

  • BeginnerSkill Level
  • 4.0+
  • 1.6K

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

Analyze the Popularity of Programming Languages

  • BeginnerSkill Level
  • 3.7+
  • 1.5K

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

Data Manipulation

1-2 hours

project

Building a Retail Data Pipeline

  • IntermediateSkill Level
  • 3.7+
  • 1.3K

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

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 4.1+
  • 942

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

Data Manipulation

1-2 hours

project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BeginnerSkill Level
  • 3.9+
  • 845

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

Evaluate a Manufacturing Process

  • AdvancedSkill Level
  • 4.1+
  • 764

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

Data Manipulation, Reporting

1-2 hours

project

Impact Analysis of GoodThought NGO Initiatives

  • IntermediateSkill Level
  • 4.0+
  • 670

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

Getting a Good Nights Sleep

  • BeginnerSkill Level
  • 4.1+
  • 596

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

Data Manipulation, Exploratory Data Analysis

1-2 hours

project

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 3.9+
  • 592

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

Debugging a Sales Data Workflow

  • BeginnerSkill Level
  • 3.8+
  • 575

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

Exploring Trends in American Baby Names

  • BeginnerSkill Level
  • 3.9+
  • 574

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

Data Manipulation

Less than 1 hour

project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.2+
  • 526

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

Extracting TV Data Insights

  • BeginnerSkill Level
  • 4.2+
  • 385

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

Data Manipulation

Less than 1 hour

project

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 3.9+
  • 369

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

Data Manipulation

1-2 hours

project

Analyzing Flight Delays and Cancellations

  • IntermediateSkill Level
  • 3.1+
  • 365

Examine flight delays & cancellations to uncover insights.

Data Manipulation, Data Visualization

1-2 hours

project

Generating Keywords for Search Campaigns

  • BeginnerSkill Level
  • 4.3+
  • 349

Automatically generate keywords for a search engine marketing campaign using Python to send website visitors to the right landing page.

Data Manipulation

1-2 hours

project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 3.5+
  • 332

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

Data Manipulation

1-2 hours

project

Identifying Flight Duration Trends in Air Travel

  • BeginnerSkill Level
  • 4.3+
  • 328

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

Data Manipulation

1-2 hours

project

Examining the History of Lego Sets

  • BeginnerSkill Level
  • 4.0+
  • 328

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

Data Manipulation

Less than 1 hour

project

Analyzing and Formatting PostgreSQL Sales Data

  • IntermediateSkill Level
  • 3.5+
  • 319

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

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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.