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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

122 projects

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

Building RAG Chatbots for Technical Documentation

  • IntermediateSkill Level
  • 4.2+
  • 607

Implement retrieval augmented generation (RAG) with LangChain to create a chatbot for answering questions about technical documentation.

Artificial Intelligence

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

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.4+
  • 590

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

Artificial Intelligence

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

Interstellar Delivery: Mastering Datetime in Python

  • IntermediateSkill Level
  • 4.3+
  • 517

Manipulate date and time using Python

Software Development

1-2 hours

project

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 3.6+
  • 517

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

project

Building a Calorie Intake Calculator

  • BeginnerSkill Level
  • 4.1+
  • 509

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

Software Development

Less than 1 hour

project

Building a Demand Forecasting Model

  • AdvancedSkill Level
  • 4.2+
  • 508

Use PySpark to build an e-commerce forecasting model!

Machine Learning

1-2 hours

project

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 4.1+
  • 480

Step into a data engineers shoes and master data cleaning with PySpark on an e-commerce orders dataset!

Data Engineering, Data Preparation

1-2 hours

project

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 3.9+
  • 425

Develop a system that can detect Cyber Threats in your companys network traffic logs using Deep Learning.

Artificial Intelligence

1-2 hours

project

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.3+
  • 420

Perform a machine learning experiment to find the best model that predicts the temperature in London!

Machine Learning

1-2 hours

project

Factors that Fuel Student Performance

  • IntermediateSkill Level
  • 3.9+
  • 406

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

Exploratory Data Analysis, Data Engineering

Less than 1 hour

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

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.0+
  • 380

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

Probability & Statistics

1-2 hours

project

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.6+
  • 374

Help the bank monitoring their fraud detection model and figuring out why its not performing as expected.

Machine Learning

1-2 hours

project

From Data to Dollars - Predicting Insurance Charges

  • IntermediateSkill Level
  • 4.0+
  • 373

Join us at a leading insurance company, where well craft a model to predict customer charges and test it with new client data

Machine Learning

1-2 hours

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

Building Financial Reports

  • IntermediateSkill Level
  • 3.8+
  • 366

Ready to analyze and visualize financial ratios? In this project, you will take on real-world challenges like evaluating the profitability and leverage of companies across industries.

Applied Finance

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

Exploring Londons Travel Network

  • BeginnerSkill Level
  • 4.2+
  • 348

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

Enriching Stock Market Data using the OpenAI API

  • BeginnerSkill Level
  • 4.2+
  • 348

Use OpenAIs powerful API to enrich and summarize stock market data.

Applied Finance, Artificial Intelligence

1-2 hours

project

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.6+
  • 338

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

Artificial Intelligence

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

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Showing 30 of 122

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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.