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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

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.
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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.
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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.
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Andrea Valenzuela

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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.
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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!
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Philip Bontrager

6. Dezember 2023

Machine Learning

Evaluating LLM Responses

In this session, we cover the different evaluations that are useful for reducing hallucination and improving retrieval quality of LLMs.
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Josh Reini

29. November 2023

Machine Learning

Fine-Tuning Your Own Llama 2 Model

In this session, we take a step-by-step approach to fine-tune a Llama 2 model on a custom dataset.
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Maxime Labonne

17. November 2023

Machine Learning

Simplifying Image Recognition using ApertureDB and Python

In this session, you'll use ApertureDB to access the COCO dataset and run image recognition using Python.
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Luis Remis

8. November 2023

Data Science

Using ChatGPT's Advanced Data Analysis

In this session, you'll see how to use this tool to combine the text-writing skills of ChatGPT with the power of Python to perform some data analysis and machine-learning workflows.
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Richie Cotton

3. November 2023