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Technologies
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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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
March 12, 2024
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
January 31, 2024
Data Storytelling with ChatGPT
In this session, you'll learn how to use ChatGPT to perform a data analysis and assemble the results into a data story.
Joe Franklin
January 16, 2024
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
January 9, 2024
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
December 22, 2023
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
December 13, 2023
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
December 6, 2023
Evaluating LLM Responses
In this session, we cover the different evaluations that are useful for reducing hallucination and improving retrieval quality of LLMs.
Josh Reini
November 29, 2023
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.
Maxime Labonne
November 17, 2023
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.
Luis Remis
November 8, 2023
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.
Richie Cotton
November 3, 2023
Advanced ChatGPT Prompt Engineering
In this session, you'll learn advanced prompting skills such as using prompt templates, testing the quality of your prompts, and working with images in prompts.
Isabella Bedoya
November 2, 2023