IBM Data Science in Practice

NOVEMBER 28, 2022

How can organizations get a holistic view of data when it’s distributed across data silos? Implementing a data fabric architecture is the answer. What is a data fabric? The concept was first introduced back in 2016 but has gained more attention in the past few years as the amount of data has grown.

Data Pipeline 130

Data Pipeline Data Quality Data Preparation Data Governance 130

DrivenData Labs

MARCH 30, 2023

Our framework involves three key components: (1) model personalization for capturing data heterogeneity across data silos, (2) local noisy gradient descent for silo-specific, node-level differential privacy in contact graphs, and (3) model mean-regularization to balance privacy-heterogeneity trade-offs and minimize the loss of accuracy.

Machine Learning 162

Machine Learning Machine Learning Data Science Algorithm 162

Mlearning.ai

SEPTEMBER 4, 2023

information stored in task-specific databases) into generated responses.[34] None of these suggestions address congenital defects that result from generative models inexplicably memorizing training data and inadvertently exposing sensitive, copyrighted, or private information. 37] Amazon might also introduce a vector database service.

AI 52

AI AI Azure Machine Learning 52

DrivenData Labs

SEPTEMBER 10, 2024

Meet the winners of the main prize track ¶ Prize Team Data Summary 1st Place VBM_CSE_UB (SUNY Buffalo) Audio recordings, acoustic features, demographic information, and clinical data from 2,086 participants in the DementiaBank dataset. Dr. Reid also teaches Data Science at the University of California at Berkeley.

Machine Learning 147

Machine Learning Machine Learning Computer Science Computer Science 147