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AI Articles

Keep up to date with the latest techniques, tools, and research in artificial intelligence. Our AI code alongs focus on data science, uses, & responsible AI practices.
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Machine Learning

Engineering Retrieval Augmented Generation Applications for the Enterprise with Pinecone

Roie, a Staff Developer Advocate at Pinecone, shows you how to build an enterprise-quality RAG application.
Roie Schwaber-Cohen's photo

Roie Schwaber-Cohen

30. Juli 2024

Machine Learning

Fine-tuning Open Source LLMs with Mistral

Andrea, a Computing Engineer at CERN, and Josep, a Data Scientist at the Catalan Tourist Board, will walk you through the steps needed to customize the open-source Mistral LLM.
Josep Ferrer's photo

Josep Ferrer

Andrea Valenzuela's photo

Andrea Valenzuela

16. Juli 2024

Machine Learning

Natural Language Interfaces to Software with GPT-4o Function Calling

Richie, a Senior Data Evangelist at DataCamp, shows you how to use the function calling features in the OpenAI API and GPT-4o to create a simple AI assistant that has a natural language interface.
Richie Cotton's photo

Richie Cotton

11. Juli 2024

Machine Learning

Creating AI Assistants with GPT-4o

In this code-along, Richie shows you how to use the OpenAI API and GPT-4o to create an AI assistant for data science tasks.
Richie Cotton's photo

Richie Cotton

11. Juni 2024

Machine Learning

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

9. April 2024

Machine Learning

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

12. März 2024

Machine Learning

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

31. Januar 2024

Machine Learning

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

9. Januar 2024

Machine Learning

Fine-tuning GPT3.5 with the OpenAI API

In this code along, you'll learn how to use the OpenAI API and Python to get started fine-tuning GPT3.5.
Zoumana Keita 's photo

Zoumana Keita

22. Dezember 2023

Machine Learning

Retrieval Augmented Generation with LlamaIndex

In this session you'll learn how to get started with Chroma and perform Q&A on some documents using Llama 2, the RAG technique, and LlamaIndex.
Dan Becker's photo

Dan Becker

13. Dezember 2023

Machine Learning

Building a Diffuser Model From Scratch with PyTorch

In this webinar, you'll learn how to build your own diffuser model from scratch!
Philip Bontrager's photo

Philip Bontrager

6. Dezember 2023