AWS Machine Learning Blog

JUNE 3, 2024

To find the relationship between a numeric variable (like age or income) and a categorical variable (like gender or education level), we first assign numeric values to the categories in a way that allows them to best predict the numeric variable. Linear categorical to categorical correlation is not supported.

Generative AI 110

Generative AI Categorization Auto-complete Auto-classification 110

ODSC - Open Data Science

MARCH 10, 2025

In this hands-on session, youll start with logistic regression and build up to categorical and ordered logistic models, applying them to real-world survey data. By the end of the session, youll have practical strategies to reduce costs while maintaining high accuracy in real-world text classification tasks.

Data Scientist 52

Data Scientist Data Science LLM Machine Learning 52

Snorkel AI

OCTOBER 27, 2023

How to fine-tune and customize LLMs Hoang Tran, ML Engineer at Snorkel AI, outlined how he saw LLMs creating value in enterprise environments. The first categorizes instructions, while the second assesses the quality of responses. Book a demo today.

LLM 69

LLM Data Scientist Machine Learning Large Language Models 69

Snorkel AI

MAY 26, 2023

So we’ll learn a little bit about that, and then we’ll discuss an example of how you can leverage Scikit-Learn within Snowflake and Snowpark to implement some of these feature engineering techniques and also do machine learning model training and inference. And finally, you’ll see that in action today.

ML 52

ML Python Machine Learning Data Scientist 52

Snorkel AI

MAY 26, 2023

So we’ll learn a little bit about that, and then we’ll discuss an example of how you can leverage Scikit-Learn within Snowflake and Snowpark to implement some of these feature engineering techniques and also do machine learning model training and inference. And finally, you’ll see that in action today.

ML 52

ML Python Machine Learning Data Scientist 52

Snorkel AI

OCTOBER 27, 2023

How to fine-tune and customize LLMs Hoang Tran, ML Engineer at Snorkel AI, outlined how he saw LLMs creating value in enterprise environments. The first categorizes instructions, while the second assesses the quality of responses. Book a demo today.

LLM 59

LLM Data Scientist Machine Learning Large Language Models 59

Snorkel AI

OCTOBER 27, 2023

How to fine-tune and customize LLMs Hoang Tran, ML Engineer at Snorkel AI, outlined how he saw LLMs creating value in enterprise environments. The first categorizes instructions, while the second assesses the quality of responses. Book a demo today. See what Snorkel option is right for you.

LLM 52

LLM Data Scientist Machine Learning Large Language Models 52