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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

28 ProjectsSee matching Courses

Project

Exploring NYC Public School Test Result Scores

  • BasicSkill Level
  • 4.2+
  • 4.4K

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+
  • 3.1K

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

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.0+
  • 1.5K

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

Getting a Good Nights Sleep

  • BasicSkill Level
  • 4.1+
  • 1K

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

Data Manipulation, Exploratory Data Analysis

1-2 hours

Project

Analyzing Electric Vehicle Charging Habits

  • BasicSkill Level
  • 4.3+
  • 887

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

Exploratory Data Analysis

Less than 1 hour

Project

Factors that Fuel Student Performance

  • IntermediateSkill Level
  • 4.0+
  • 743

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

Exploratory Data Analysis, Data Engineering

Less than 1 hour

Project

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.3+
  • 321

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

Data Engineering, Data Warehouse, Exploratory Data Analysis

Less than 1 hour

Project

Social Networks: A Twitter Network Analysis

  • IntermediateSkill Level
  • 4.0+
  • 132

Analyze Twitter follower data with Python! Use Pandas and NetworkX to build functions, identify influential users, and explore network structures.

Exploratory Data Analysis

1-2 hours

Project

Analyzing Electric Vehicle Charging Habits

  • BasicSkill Level
  • 2.5+
  • 85

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

Exploratory Data Analysis

Less than 1 hour

Project

Analyzing Electric Vehicle Charging Habits

  • BasicSkill Level
  • 4.3+
  • 63

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

Exploratory Data Analysis

Less than 1 hour

Project

Analyzing Electric Vehicle Charging Habits

  • BasicSkill Level
  • 4.8+
  • 28

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

Exploratory Data Analysis

Less than 1 hour

Project

Investigating Netflix Movies

  • BasicSkill Level
  • 4.1+
  • 17.6K

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

Dr. Semmelweis and the Importance of Handwashing

  • BasicSkill Level
  • 3.9+
  • 1.7K

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

Data Manipulation, Data Visualization

1-2 hours

Project

Analyzing Flight Delays and Cancellations

  • IntermediateSkill Level
  • 3.1+
  • 328

Examine flight delays & cancellations to uncover insights.

Data Manipulation, Data Visualization

1-2 hours

Project

Identifying Flight Duration Trends in Air Travel

  • BasicSkill Level
  • 4.1+
  • 322

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

Data Manipulation

1-2 hours

Project

Analyzing Online Sports Revenue

  • IntermediateSkill Level
  • 3.7+
  • 313

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

Data Manipulation

1-2 hours

Project

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.7+
  • 288

Build models predicting customer churn for Indian telecom customers.

Data Manipulation, Machine Learning

1-2 hours

Project

Predicting Traffic Volume with PyTorch

  • IntermediateSkill Level
  • 4.7+
  • 145

Build a PyTorch-powered traffic prediction system using time-series skills and deep learning to forecast traffic volume.

Artificial Intelligence

1-2 hours

Project

Basketball Analytics: Clustering Players by Performance Metrics

  • AdvancedSkill Level
  • 4.4+
  • 138

Cluster NBA players by performance stats in the 2022-2023 season.

Machine Learning

1-2 hours

Project

Dr. Semmelweis and the Importance of Handwashing

  • IntermediateSkill Level
  • 4.2+
  • 123

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

Probability & Statistics

1-2 hours

Project

Exploring Experimental Design in the Energy Field

  • IntermediateSkill Level
  • 4.3+
  • 117

Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.

Probability & Statistics

1-2 hours

Project

Insights into Bicycle Theft using Visualization

  • IntermediateSkill Level
  • 4.7+
  • 66

Determine the patterns where bike theft is most likely to occur using visualizations.

Data Visualization

1-2 hours

Project

Analyzing Students Mental Health

  • BasicSkill Level
  • 4.1+
  • 17.4K

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

Data Management

1-2 hours

Project

Performing a Code Review

  • IntermediateSkill Level
  • 4.1+
  • 795

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

Software Development, Data Engineering

1-2 hours

Project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 3.7+
  • 264

Explore transportation time series data analysis to uncover patterns and forecast travel costs.

Probability & Statistics

1-2 hours

Project

Debugging Code

  • BasicSkill Level
  • 4.1+
  • 327

Sharpen your debugging skills to enhance sales data accuracy.

Software Development

Less than 1 hour

Project

Tech Talent Recruiting with Regex

  • BasicSkill Level
  • 4.3+
  • 135

Join a leading HR consultancy to use regular expressions and data preprocessing to find tech job candidates from thousands of resumes.

Data Preparation, Data Manipulation

1-2 hours

Project

Insurance Claim Processing with Pinecone

  • IntermediateSkill Level
  • 3.9+
  • 113

Process insurance claims with a Pinecone vector database and OpenAI embeddings.

Artificial Intelligence

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.