2020, Decision Trees and Supervised Learning

Generative vs Discriminative AI: Understanding the 5 Key Differences

Data Science Dojo

MAY 27, 2024

A visual representation of discriminative AI – Source: Analytics Vidhya Discriminative modeling, often linked with supervised learning, works on categorizing existing data. Generative AI often operates in unsupervised or semi-supervised learning settings, generating new data points based on patterns learned from existing data.

K-nearest Neighbors

K-nearest Neighbors Supervised Learning AI AI

Create and fine-tune sentence transformers for enhanced classification accuracy

AWS Machine Learning Blog

OCTOBER 30, 2024

Solution overview In this post, we demonstrate how to fine-tune a sentence transformer with Amazon product data and how to use the resulting sentence transformer to improve classification accuracy of product categories using an XGBoost decision tree.

Machine Learning

Machine Learning Machine Learning AWS Data Scientist

Data Science Current

Generative vs Discriminative AI: Understanding the 5 Key Differences

Create and fine-tune sentence transformers for enhanced classification accuracy

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