ODSC - Open Data Science

JANUARY 29, 2024

We don’t claim this is a definitive analysis but rather a rough guide due to several factors: Job descriptions show lagging indicators of in-demand prompt engineering skills, especially when viewed over the course of 9 months. Employers and hiring managers tend to favor more established skills vs. the latest tools and platforms.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

Snorkel AI

APRIL 11, 2023

There’s a long history of research, under active learning and core-set selection, which has developed methods that focus specifically on quantifying and identifying the most informative training points. And then the black line represents what we’d get if we were just to take a random subset of that certain percentage of data.

Deep Learning 52

Deep Learning Algorithm BERT ML 52

Snorkel AI

APRIL 11, 2023

There’s a long history of research, under active learning and core-set selection, which has developed methods that focus specifically on quantifying and identifying the most informative training points. And then the black line represents what we’d get if we were just to take a random subset of that certain percentage of data.

Deep Learning 52

Deep Learning Algorithm BERT ML 52

Snorkel AI

APRIL 11, 2023

There’s a long history of research, under active learning and core-set selection, which has developed methods that focus specifically on quantifying and identifying the most informative training points. And then the black line represents what we’d get if we were just to take a random subset of that certain percentage of data.

Deep Learning 52

Deep Learning Algorithm BERT ML 52

Sebastian Ruder

DECEMBER 6, 2021

You can find the table of contents below: Introduction Open-Retrieval QA vs Reading Comprehension What is a Domain? They differ based on the type and amount of context they provide and often focus on specialized domains, from Chinese history exams ( Zhao & Zhao, 2018 ) to Chinese maternity forums ( Xu et al., 2019 ; Hu et al.,

BERT 52

BERT NLP Natural Language Processing Computational Linguistics 52

The MLOps Blog

JUNE 27, 2023

Model metadata management : Tools should support the management of metadata associated with ML models, including descriptions, the kinds of tasks they solve, performance metrics, training configurations, and version history, facilitating model documentation and reproducibility.

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134