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applying data science

Data Science & AI Code-Alongs

From data visualization to AI, code-along with experts as they solve real-world problems. Work your way through an entire project with the help of a screencast, so you never get stuck.
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Become an AI Developer

Taught by instructors from:

Building AI Systems with OpenAI & LangChain

Master the OpenAI API & LangChain packages and build AI proof of concepts along the way.

Richie Cotton
Introduction to Large Language Models with GPT & LangChain

Richie Cotton

Olivier Mertens
Prompt Engineering with GPT & LangChain

Olivier Mertens

Korey Stegared-Pace
Building Multimodal AI Applications with LangChain & the OpenAI API

Korey Stegared-Pace

Developing AI Applications with GPT and Pinecone

Combine the power of Pinecone vector databases and the OpenAI API and build chatbots with long term memory.

All Code-Alongs

Artificial Intelligence (AI)

Deep Learning on Rails with PyTorch Lightning

In this session, you'll learn how to create a simple deep learning model using PyTorch Lightning. You'll work through the steps of defining and training the model, making predictions, and evaluating model performance.
Luca Antiga's photo

Luca Antiga

April 9, 2024

Artificial Intelligence (AI)

Using GPT on Azure

Find out how you can spin up a pay-as-you-go instance of OpenAI, and you’ll build a few simple applications that show the power of LLMs and GenAI against your data.
Dave Wentzel's photo

Dave Wentzel

March 12, 2024

Artificial Intelligence (AI)

Pair Programming with GitHub Copilot

In this session, Nuno, DataCamp's Director of Engineering, demonstrates how to make use of GitHub Copilot. You'll see how to perform a simple data analysis in conjunction with AI, and learn how to make the most of Copilot's features.
Nuno Rocha's photo

Nuno Rocha

February 20, 2024

Artificial Intelligence (AI)

Building Multi-Modal Search with Weaviate

In this session, you'll learn how to use the Weaviate vector database to store these different content types, then perform search queries on them.
JP Hwang's photo

JP Hwang

January 31, 2024

Data Analysis

Get Started Analyzing Survey Data with SQL & Python

In this introductory session, you'll explore a survey on business innovation. The focus will be on principles of analyzing survey data, and you'll write some simple SQL for calculations and simple Python for data visualizations.
Richie Cotton's photo

Richie Cotton

January 24, 2024

Artificial Intelligence (AI)

Chat with Your Documents Using GPT & LangChain

In this code-along, Andrea Valenzuela, Computing Engineer at CERN, and Josep Ferrer Sanchez, Data Scientist at the Catalan Tourist Board, will walk you through building an AI system that can query your documents & data using LangChain & the OpenAI API.
Andrea Valenzuela's photo

Andrea Valenzuela

Josep Ferrer's photo

Josep Ferrer

January 9, 2024