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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


47 Projects

Project

Investigating Netflix Movies

  • BasicSkill Level
  • 4.2+
  • 119,956 reviews

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 hour

Project

Analyzing Crime in Los Angeles

  • IntermediateSkill Level
  • 4.4+
  • 28,674 reviews

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

45 min

Project

Analyzing Motorcycle Part Sales

  • AdvancedSkill Level
  • 4.3+
  • 20,454 reviews

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

Data Manipulation, Reporting

1 hour

Project

Analyze International Debt Statistics

  • BasicSkill Level
  • 4.3+
  • 20,475 reviews

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

Data Manipulation

30 min

Project

Impact Analysis of GoodThought NGO Initiatives

  • IntermediateSkill Level
  • 4.4+
  • 7,809 reviews

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

Data Manipulation

1 hour

Project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.4+
  • 13,542 reviews

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

Python Programming, Data Manipulation

1 hour

Project

Building a Retail Data Pipeline

  • IntermediateSkill Level
  • 4.2+
  • 4,012 reviews

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

Python Programming, Data Manipulation, Data Engineering

Project

Getting a Good Nights Sleep

  • BasicSkill Level
  • 4.4+
  • 4,988 reviews

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

Data Manipulation, Exploratory Data Analysis

1 hour

Project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BasicSkill Level
  • 4.0+
  • 3,158 reviews

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 hour

Project

Evaluate a Manufacturing Process

  • AdvancedSkill Level
  • 4.1+
  • 4,054 reviews

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

Data Manipulation, Reporting

1 hour

Project

Analyzing and Formatting PostgreSQL Sales Data

  • IntermediateSkill Level
  • 4.3+
  • 2,334 reviews

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 hour

Project

Extracting TV Data Insights

  • BasicSkill Level
  • 4.3+
  • 2,819 reviews

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

Data Manipulation

45 min

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.4+
  • 711 reviews

Transcribe customer support audio calls, evaluate sentiment, search in text and identify common entities to improve customer service!

Machine Learning, Data Manipulation

1 hour

Project

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 4.2+
  • 2,492 reviews

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

Python Programming, Data Manipulation, Probability & Statistics

1 hour

Project

Debugging a Sales Data Workflow

  • BasicSkill Level
  • 3.9+
  • 3,043 reviews

Sometimes, things that once worked perfectly suddenly hit a snag. Practice your knowledge of DataFrames to find the problem and fix it!

Data Manipulation

Project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.3+
  • 3,238 reviews

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

R Programming, Data Manipulation

1 hour

Project

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 4.2+
  • 1,106 reviews

Query the VatComply API to gather exchange rate information and incorporate into a sales orders dataset!

Software Development, Data Manipulation

Project

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 4.1+
  • 2,857 reviews

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

Data Manipulation

1 hour

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.

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