Snorkel AI

OCTOBER 6, 2023

Customizing LLMs is imperative for enterprises Large language models make for exciting demos, but solve few—if any—business problems off the shelf. The generalized nature of their training data and the semi-random nature of their outputs create unignorable shortfalls in accuracy. Create a dataset through data mining.

Data Science 69

Data Science Supervised Learning Data Mining Data Mining 69

Snorkel AI

OCTOBER 6, 2023

Customizing LLMs is imperative for enterprises Large language models make for exciting demos, but solve few—if any—business problems off the shelf. The generalized nature of their training data and the semi-random nature of their outputs create unignorable shortfalls in accuracy. Create a dataset through data mining.

Data Science 59

Data Science Supervised Learning Data Mining Data Mining 59

Snorkel AI

OCTOBER 6, 2023

Customizing LLMs is imperative for enterprises Large language models make for exciting demos, but solve few—if any—business problems off the shelf. The generalized nature of their training data and the semi-random nature of their outputs create unignorable shortfalls in accuracy. Create a dataset through data mining.

Data Scientist 52

Data Scientist Data Science Supervised Learning Data Mining 52

DrivenData Labs

DECEMBER 11, 2024

The startup cost is now lower to deploy everything from a GPU-enabled virtual machine for a one-off experiment to a scalable cluster for real-time model execution. Deep learning - It is hard to overstate how deep learning has transformed data science. Data science processes are canonically illustrated as iterative processes.

Data Science 147

Data Science Data Scientist Machine Learning Machine Learning 147