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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

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

Josep Ferrer's photo

Josep Ferrer

9 tháng 1, 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 tháng 12, 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 tháng 12, 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 tháng 12, 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 tháng 11, 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 tháng 11, 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 tháng 11, 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 tháng 11, 2023

Artificial Intelligence

ChatGPT Prompt Engineering for Beginners

In this webinar, you'll get ideas for incorporating ChatGPT into your workflows and learning the basics of writing good prompts.
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Adel Nehme

1 tháng 11, 2023

Machine Learning

Retrieval Augmented Generation with GPT and Milvus

In this session you'll learn how to get started with Milvus and perform Q&A on some documents using GPT and the RAG technique.
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Yujian Tang

24 tháng 10, 2023

Machine Learning

Image Classification with Hugging Face

Deep dive into open source computer vision models with Hugging Face and build an image recognition system from scratch.
Priyanka Asnani's photo

Priyanka Asnani

24 tháng 10, 2023