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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

134 Projects

Project

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.6+
  • 427

Use deep learning to automate the classification of service desk tickets.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Topic Analysis of Clothing Reviews with Embeddings

  • IntermediateSkill Level
  • 3.8+
  • 426

Analyze clothing reviews on an e-commerce platform to explore different topics and similarities among them.

Artificial Intelligence

1-2 hours

Project

Enriching Stock Market Data using the OpenAI API

  • BeginnerSkill Level
  • 4.3+
  • 421

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

Artificial Intelligence, Applied Finance

1-2 hours

Project

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.7+
  • 420

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

Machine Learning

1-2 hours

Project

Building Financial Reports

  • IntermediateSkill Level
  • 4.4+
  • 418

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

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 3.9+
  • 417

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

Examining the History of Lego Sets

  • BeginnerSkill Level
  • 4.2+
  • 416

Use a variety of data manipulation techniques to explore different aspects of Legos history.

Data Manipulation

Less than 1 hour

Project

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.8+
  • 396

Build models predicting customer churn for Indian telecom customers.

Machine Learning, Data Manipulation

1-2 hours

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.0+
  • 390

Build an AI-powered inbox assistant to classify your emails using Llama.

Artificial Intelligence

1-2 hours

Project

Organizing Medical Transcriptions with the OpenAI API

  • IntermediateSkill Level
  • 4.3+
  • 376

Extract structured data from unstructured natural language in medical transcriptions using the OpenAI API.

Artificial Intelligence

1-2 hours

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 3.4+
  • 362

Use joining techniques to discover the oldest businesses in the world.

Data Manipulation

1-2 hours

Project

Exploring Londons Travel Network

  • BeginnerSkill Level
  • 4.3+
  • 358

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

Exploratory Data Analysis, Data Warehouse, Data Engineering

Less than 1 hour

Project

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.4+
  • 350

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

Machine Learning

1-2 hours

Project

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.3+
  • 344

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 3.9+
  • 343

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

Software Development, Data Manipulation

Less than 15 minutes

Project

Building a Retail Inventory Management System

  • AdvancedSkill Level
  • 3.6+
  • 343

Develop an inventory management system for a retail business using OOP in Python.

Software Development

Less than 1 hour

Project

Building Core Sign-Up Functions to Help Validate New Users

  • BeginnerSkill Level
  • 4.4+
  • 338

Create custom Python functions to validate user input!

Software Development

Less than 1 hour

Project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.3+
  • 336

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

Project

Detect Traffic Signs with Deep Learning

  • AdvancedSkill Level
  • 4.3+
  • 334

Enhancing Transportation Safety through Traffic Sign Detection

Artificial Intelligence

1-2 hours

Project

Powering Data for the Department of Energy - Building an ETL Pipeline

  • IntermediateSkill Level
  • 3.9+
  • 331

Powering Data for the Department of Energy - Building an ETL Pipeline

Data Engineering

1-2 hours

Project

Debugging Code

  • BeginnerSkill Level
  • 4.3+
  • 317

Sharpen your debugging skills to enhance sales data accuracy.

Software Development

Less than 1 hour

Project

Inspecting Electric Vehicle Charging Trends

  • IntermediateSkill Level
  • 4.2+
  • 311

Chart electric vehicle charging trends to inform strategic planning.

Data Manipulation, Data Visualization

1-2 hours

Project

Generating Keywords for Search Campaigns

  • BeginnerSkill Level
  • 4.4+
  • 310

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+
  • 297

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

Data Warehouse, Data Engineering

Less than 1 hour

Project

Classifying X-Ray Images using PyTorch

  • AdvancedSkill Level
  • 4.0+
  • 271

Detect pneumonia on X-ray images by fine-tuning a pre-trained CNN.

Artificial Intelligence

1-2 hours

Project

Assessing the Effectiveness of Medical Treatments

  • AdvancedSkill Level
  • 4.3+
  • 258

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

Probability & Statistics, Machine Learning

Less than 1 hour

Project

Compare Baseball Player Statistics using Visualizations

  • IntermediateSkill Level
  • 3.8+
  • 240

Use MLBs Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.

Data Visualization

1-2 hours

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.0+
  • 231

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

Machine Learning

1-2 hours

Project

What Makes a Good Book?

  • IntermediateSkill Level
  • 4.5+
  • 224

Generate features from text and numeric variables to predict the popularity of books.

Machine Learning

1-2 hours

Project

Food Image Classification with Hugging Face

  • IntermediateSkill Level
  • 4.3+
  • 224

Classify food images using Hugging Face models, automatically recognizing and categorizing food items.

Artificial Intelligence

1-2 hours

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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?

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