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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


135 Projects

Project

Analyzing Electric Vehicle Charging Habits

  • BasicSkill Level
  • 4.6+
  • 6,100 reviews

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

Exploratory Data Analysis

30 min

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 4.1+
  • 2,454 reviews

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

Artificial Intelligence

1 hour

Project

Performing a Code Review

  • IntermediateSkill Level
  • 4.2+
  • 4,925 reviews

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

Software Development, Data Engineering

1 hour

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.4+
  • 9,470 reviews

Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!

Machine Learning, Probability & Statistics

1 hour

Project

Analyzing Unicorn Companies

  • AdvancedSkill Level
  • 4.3+
  • 6,093 reviews

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 hour

Project

Factors that Fuel Student Performance

  • IntermediateSkill Level
  • 4.4+
  • 4,445 reviews

Use SQL to analyze a database containing information about Student performance!

Exploratory Data Analysis, Data Engineering

30 min

Project

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.2+
  • 1,947 reviews

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

Artificial Intelligence

1 hour

Project

Whats in an Avocado Toast: A Supply Chain Analysis

  • BasicSkill Level
  • 4.0+
  • 3,126 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+
  • 4,004 reviews

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

Data Manipulation, Reporting

1 hour

Project

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.3+
  • 2,519 reviews

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

Python Programming, Machine Learning

1 hour

Project

Analyzing and Formatting PostgreSQL Sales Data

  • IntermediateSkill Level
  • 4.2+
  • 2,293 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+
  • 2,778 reviews

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

Data Manipulation

45 min

Project

Building a Calorie Intake Calculator

  • BasicSkill Level
  • 4.4+
  • 2,342 reviews

Develop a new app feature with your Python skills to calculate calories and nutrition values from user input.

Software Development

30 min

Project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.3+
  • 3,218 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

Predict Energy Consumption

  • IntermediateSkill Level
  • 4.5+
  • 343 reviews

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

Machine Learning

1 hour

Project

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 4.1+
  • 2,823 reviews

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

Data Manipulation

1 hour

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.1+
  • 2,045 reviews

Use logistic regression to predict whether people will make a claim on their car insurance!

Machine Learning

1 hour

Project

Debugging a Sales Data Workflow

  • BasicSkill Level
  • 3.9+
  • 3,005 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

Word Frequency in Moby Dick

  • IntermediateSkill Level
  • 4.1+
  • 1,080 reviews

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

Python Programming, Software Development

1 hour

Project

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 4.2+
  • 2,476 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

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.4+
  • 681 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

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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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