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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

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Build your skills with interactive courses for data science, data analysis, AI machine learning and more, curated by real-world experts


Browse Projects

22 ProjectsSee matching Courses

Project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.2+
  • 1.3K

Apply your data importing, cleaning and manipulation skills to explore New York City Airbnb data.

Python Programming, Data Manipulation

1-2 hours

Project

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.1+
  • 461

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

Identifying Flight Duration Trends in Air Travel

  • BasicSkill Level
  • 3.8+
  • 289

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

Data Manipulation

1-2 hours

Project

Efficient AI with PyTorch

  • AdvancedSkill Level
  • 3.0+
  • 100

Use distributed training to optimize a transformer model with multi-device acceleration and advanced optimizers.

Artificial Intelligence

Less than 1 hour

Project

Planning a Trip to Paris with the OpenAI API

  • BasicSkill Level
  • 4.0+
  • 3.3K

Use OpenAIs powerful API to answer questions about tourist attractions in Paris.

Artificial Intelligence

Less than 1 hour

Project

Organizing Medical Transcriptions with the OpenAI API

  • IntermediateSkill Level
  • 4.3+
  • 1K

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

Artificial Intelligence

1-2 hours

Project

Topic Analysis of Clothing Reviews with Embeddings

  • IntermediateSkill Level
  • 4.0+
  • 882

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

Artificial Intelligence

1-2 hours

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.6+
  • 697

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

Artificial Intelligence

1-2 hours

Project

Building an E-Commerce Clothing Classifier Model

  • IntermediateSkill Level
  • 3.8+
  • 600

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.0+
  • 496

Solve the Taxi-v3 environment using Q-learning, ensuring efficient AI-driven transportation.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Analyzing Flight Delays and Cancellations

  • IntermediateSkill Level
  • 2.9+
  • 388

Examine flight delays & cancellations to uncover insights.

Data Manipulation, Data Visualization

1-2 hours

Project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.1+
  • 291

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

Project

Enriching Stock Market Data using the OpenAI API

  • BasicSkill Level
  • 4.3+
  • 283

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

Applied Finance, Artificial Intelligence

1-2 hours

Project

Data-Driven Decisions with A/B Testing

  • IntermediateSkill Level
  • 4.2+
  • 198

Step into a data scientists role and learn how to make product decisions with A/B testing in Python!

Probability & Statistics

1-2 hours

Project

Detect Traffic Signs with Deep Learning

  • AdvancedSkill Level
  • 4.5+
  • 176

Enhancing Transportation Safety through Traffic Sign Detection

Artificial Intelligence

1-2 hours

Project

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.8+
  • 164

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Understanding Search Interest with Google Trends

  • IntermediateSkill Level
  • 4.2+
  • 141

Manipulate and plot time series data from Google Trends to analyze changes in search interest over time.

Data Visualization

Less than 1 hour

Project

Reward Modeling for RLHF

  • AdvancedSkill Level
  • 3.0+
  • 91

Train a reward model based on the trl library.

Artificial Intelligence

1-2 hours

Project

Predictive Modeling for Agriculture

  • IntermediateSkill Level
  • 4.3+
  • 3K

Dive into agriculture using supervised machine learning and feature selection to aid farmers in crop cultivation and solve real-world problems.

Python Programming, Machine Learning, Software Development

1-2 hours

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.1+
  • 304

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

Artificial Intelligence

1-2 hours

Project

Optimize LLMs with Llama Fine-tuning

  • IntermediateSkill Level
  • 4.9+
  • 148

Build an AI-powered airline chat assistant to generate custom responses and identify user intent.

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.