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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


25 Projects

Project

Planning a Trip to Paris with the OpenAI API

  • BasicSkill Level
  • 4.3+
  • 8,286 reviews

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

Artificial Intelligence

30 min

Project

Building RAG Chatbots for Technical Documentation

  • IntermediateSkill Level
  • 4.3+
  • 1,234 reviews

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

Artificial Intelligence

1 hour

Project

Analyzing Car Reviews with LLMs

  • AdvancedSkill Level
  • 4.1+
  • 2,495 reviews

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

Artificial Intelligence

1 hour

Project

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.2+
  • 1,998 reviews

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

Artificial Intelligence

1 hour

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.0+
  • 798 reviews

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

Artificial Intelligence

1 hour

Project

Personalized Language Tutor

  • BasicSkill Level
  • 4.5+
  • 235 reviews

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

Artificial Intelligence

1 hour

Project

Food Image Classification with Hugging Face

  • IntermediateSkill Level
  • 4.4+
  • 427 reviews

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

Artificial Intelligence

1 hour

Project

Predicting Traffic Volume with PyTorch

  • IntermediateSkill Level
  • 4.4+
  • 345 reviews

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

Artificial Intelligence

1 hour

Project

Efficient AI with PyTorch

  • AdvancedSkill Level
  • 4.6+
  • 35 reviews

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

Artificial Intelligence

30 min

Project

Optimize LLMs with Llama Fine-tuning

  • IntermediateSkill Level
  • 4.5+
  • 215 reviews

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

Artificial Intelligence

1 hour

Project

Reward Modeling for RLHF

  • AdvancedSkill Level
  • 4.4+
  • 23 reviews

Train a reward model based on the trl library.

Artificial Intelligence

1 hour

Explore All Technologies

PythonSQLPower BITableauGoogle SheetsExcelAlteryxAWSDockerSparkShellAzure

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.

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