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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
18.2K
Find out when and where crime is most likely to occur, along with the types of crimes commonly committed in LA.

Browse Projects

project

Planning a Trip to Paris with the OpenAI API

  • BeginnerSkill Level
  • 3.7+
  • 1.3K

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
  • 3.4+
  • 652

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
  • 3.6+
  • 620

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
  • 3.9+
  • 533

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

project

Detecting Cybersecurity Threats using Deep Learning

  • IntermediateSkill Level
  • 4.2+
  • 439

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

Artificial Intelligence

1-2 hours

project

Enriching Stock Market Data using the OpenAI API

  • BeginnerSkill Level
  • 3.6+
  • 352

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

Applied Finance, Artificial Intelligence

1-2 hours

project

Taxi Route Optimization with Reinforcement Learning

  • IntermediateSkill Level
  • 4.1+
  • 345

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

Machine Learning, Artificial Intelligence

1-2 hours

project

Developing Multi-Input Models For OCR

  • IntermediateSkill Level
  • 4.4+
  • 342

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

Artificial Intelligence

1-2 hours

project

Building an E-Commerce Clothing Classifier Model with Keras

  • IntermediateSkill Level
  • 4.0+
  • 325

Automate e-commerce processes with image classification.

Machine Learning, Artificial Intelligence

1-2 hours

project

Topic Analysis of Clothing Reviews with Embeddings

  • IntermediateSkill Level
  • 4.0+
  • 312

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

Artificial Intelligence

1-2 hours

project

Detect Traffic Signs with Deep Learning

  • AdvancedSkill Level
  • 4.5+
  • 290

Enhancing Transportation Safety through Traffic Sign Detection

Artificial Intelligence

1-2 hours

project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.4+
  • 284

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

project

Organizing Medical Transcriptions with the OpenAI API

  • IntermediateSkill Level
  • 4.7+
  • 260

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

Artificial Intelligence

1-2 hours

project

Classifying X-Ray Images using PyTorch

  • AdvancedSkill Level
  • 4.3+
  • 249

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

Artificial Intelligence

1-2 hours

project

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 4.1+
  • 233

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

Machine Learning, Artificial Intelligence

1-2 hours

project

Predicting Traffic Volume with PyTorch

  • IntermediateSkill Level
  • 4.3+
  • 177

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

Artificial Intelligence

1-2 hours

project

Food Image Classification with Hugging Face

  • IntermediateSkill Level
  • 4.6+
  • 153

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

Artificial Intelligence

1-2 hours

project

Personalized Language Tutor

  • BeginnerSkill Level
  • 3.8+
  • 131

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

Artificial Intelligence

1-2 hours

project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.3+
  • 104

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

Artificial Intelligence

1-2 hours

project

Insurance Claim Processing with Pinecone

  • IntermediateSkill Level
  • 4.5+
  • 46

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

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.