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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
14.8K
Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.

Browse Projects

11 projects

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

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.4+
  • 1.4K

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

Hypothesis Testing in Healthcare

  • IntermediateSkill Level
  • 3.9+
  • 680

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

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.1+
  • 365

Perform a hypothesis test to determine if more goals are scored in womens soccer matches than mens!

Probability & Statistics

1-2 hours

project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.4+
  • 359

Analyze online shopping habits: returning vs. new customers using statistics & probability techniques!

Probability & Statistics

1-2 hours

project

Dr. Semmelweis and the Importance of Handwashing

  • IntermediateSkill Level
  • 4.0+
  • 278

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

Probability & Statistics

1-2 hours

project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 4.3+
  • 248

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

Probability & Statistics

1-2 hours

project

Assessing the Effectiveness of Medical Treatments

  • AdvancedSkill Level
  • 4.5+
  • 242

Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.

Machine Learning, Probability & Statistics

Less than 1 hour

project

What is Your Heart Rate Telling You?

  • IntermediateSkill Level
  • 2.0+
  • 160

Examine the relationship between heart rate and heart disease using multiple logistic regression.

Data Manipulation, Probability & Statistics, Data Visualization

1-2 hours

project

Exploring Experimental Design in the Energy Field

  • IntermediateSkill Level
  • 3.8+
  • 138

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

Probability & Statistics

1-2 hours

project

How Environmental Factors Influence Wildlife Populations

  • AdvancedSkill Level
  • 4.2+
  • 137

Explore habitat data using factor and survival analysis tools.

Probability & Statistics

1-2 hours

Showing 11 of 11

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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.