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Farm to Table: The Workflow of a Classification Model

Comparing logistic regression and random forest classification in recipe recommendations Continue reading on Towards Data Science »

The Coming Copyright Reckoning for Generative AI

Courts are preparing to decide whether generative AI violates copyright—let’s talk about what that really means Photo by Annelies Geneyn on Unsplash Copyright law in America is a complicated thing. Those of us who are not lawyers understandably find it difficult to

How (Not) to Cheat with Data Visualizations

A guide that is a little bit different… Continue reading on Towards Data Science »

A Humanitarian Crises Situation Report AI Assistant: Exploring LLMOps with Prompt Flow

TL;DR There are lots of tutorials on using powerful Large Language Models (LLMs) for knowledge retrieval. However, if considering real-world application of these techniques, engineering best practices need to be applied and these should be extended to mitigate some of

Create an Agent with OpenAI Function Calling Capabilities

OpenAI Function Calling in 2024 Image generated by DALL·E 3 Authors: Tianyi Li, Selina Li · Introduction· What AI can do· Current challenges· How it works ∘ Four key concepts that may be confusing at first:· Step-by-Step Guide to Building an Agent ∘

Feature Selection with Hierarchical Clustering for Interpretable Models

Create a short list of features using this statistical method (Python Tutorial) Continue reading on Towards Data Science »

Topic Modelling with BERTtopic in Python

Hands-on tutorial on modeling political statements with a state-of-the-art transformer-based topic model Continue reading on Towards Data Science »

Customizing Large Language Models

Customize, run and save LLMs using OLLAMA and the Modelfile Continue reading on Towards Data Science »