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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.

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  • Build your own portfolio
  • Get real-world experience

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Browse Projects

25 Projects

Project

Planning a Trip to Paris with the OpenAI API

  • BeginnerSkill Level
  • 3.9+
  • 1.8K

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

Artificial Intelligence

Less than 1 hour

Project

Building RAG Chatbots for Technical Documentation

  • IntermediateSkill Level
  • 3.7+
  • 1.4K

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

Artificial Intelligence

1-2 hours

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 3.8+
  • 837

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
  • 3.6+
  • 710

Automate e-commerce processes with image classification.

Artificial Intelligence, Machine Learning

1-2 hours

Project

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.3+
  • 639

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

Artificial Intelligence

1-2 hours

Project

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 3.8+
  • 587

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

Artificial Intelligence

1-2 hours

Project

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.2+
  • 480

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

Artificial Intelligence, Machine Learning

1-2 hours

Project

Enriching Stock Market Data using the OpenAI API

  • BeginnerSkill Level
  • 4.3+
  • 419

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

Artificial Intelligence, Applied Finance

1-2 hours

Project

Topic Analysis of Clothing Reviews with Embeddings

  • IntermediateSkill Level
  • 3.7+
  • 418

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

Artificial Intelligence

1-2 hours

Project

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 3.6+
  • 413

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

Machine Learning, Artificial Intelligence

1-2 hours

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.1+
  • 393

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
  • 4.1+
  • 376

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

Artificial Intelligence

1-2 hours

Project

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.3+
  • 342

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Detect Traffic Signs with Deep Learning

  • AdvancedSkill Level
  • 4.3+
  • 336

Enhancing Transportation Safety through Traffic Sign Detection

Artificial Intelligence

1-2 hours

Project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.1+
  • 325

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

Project

Classifying X-Ray Images using PyTorch

  • AdvancedSkill Level
  • 4.3+
  • 264

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

Artificial Intelligence

1-2 hours

Project

Food Image Classification with Hugging Face

  • IntermediateSkill Level
  • 4.3+
  • 220

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

Artificial Intelligence

1-2 hours

Project

Predicting Traffic Volume with PyTorch

  • IntermediateSkill Level
  • 4.2+
  • 220

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

Artificial Intelligence

1-2 hours

Project

Build an Educational Quiz Bot with the OpenAI API

  • BeginnerSkill Level
  • 4.6+
  • 189

Build an educational quiz bot to generate questions and answers to quiz yourself or your students.

Artificial Intelligence

1-2 hours

Project

Personalized Language Tutor

  • BeginnerSkill Level
  • 4.0+
  • 138

Using OpenAI API for text translation, grammar checking, and pronunciation feedback

Artificial Intelligence

1-2 hours

Project

Demystifying AI: Explaining Demand Forecasting Models

  • IntermediateSkill Level
  • 4.7+
  • 135

Use Explainable AI to understand demand forecasting models and make data-driven decisions.

Artificial Intelligence

1-2 hours

Project

Insurance Claim Processing with Pinecone

  • IntermediateSkill Level
  • 3.7+
  • 84

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

Artificial Intelligence

1-2 hours

Project

Optimize LLMs with Llama Fine-tuning

  • IntermediateSkill Level
  • 3.9+
  • 46

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

Artificial Intelligence

1-2 hours

Project

Reward Modeling for RLHF

  • AdvancedSkill Level
  • 3.9+
  • 43

Train a reward model based on the trl library.

Artificial Intelligence

1-2 hours

Project

Efficient AI with PyTorch

  • AdvancedSkill Level
  • 5.0+
  • 27

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

Artificial Intelligence

Less than 1 hour

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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.