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

Heartbeat

DECEMBER 7, 2023

What are the new data governance trends, “Data Fabric” and “Data Mesh”? I decided to write a series of blogs on current topics: the elements of data governance that I have been thinking about, reading, and following for a while. Even though the titles are new, the ideas are not really new. How does it?

Data Governance 52

Data Governance Deep Learning Deep Learning Artificial Intelligence 52

IBM Journey to AI blog

SEPTEMBER 5, 2024

Master data management (MDM) MDM tools keep an organization’s master data—such as customer, product or supplier information—consistent and up-to-date across systems and departments, preventing data silos and providing a unified view of critical data entities.

Data Governance 75

Data Governance Data Quality DataOps Artificial Intelligence 75

phData

SEPTEMBER 1, 2023

From the sheer volume of information to the complexity of data sources and the need for real-time insights, HCLS companies constantly need to adapt and overcome these challenges to stay ahead of the competition. In this blog, we’ll explore 10 pressing data analytics challenges and discuss how Sigma and Snowflake can help.

Analytics 52

Analytics Analytics Data Analysis Data Analysis 52

Pickl AI

DECEMBER 4, 2023

In the realm of Data Intelligence, the blog demystifies its significance, components, and distinctions from Data Information, Artificial Intelligence, and Data Analysis. ” This notion underscores the pivotal role of data in today’s dynamic landscape. What is Data Intelligence in Data Science?

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

phData

AUGUST 11, 2023

In the long run, hospitals can save a lot more lives and operational expenses when applying a data engineering strategy. In this blog, we will cover the advancements made in data engineering technology that aims to help navigate the challenges and opportunities of implementing a data engineering strategy in the healthcare industry.

Data Engineering 52

Data Engineering Data Engineering Data Engineering Data Engineer 52

phData

NOVEMBER 13, 2023

In this blog, we’ll spotlight the transformative announcements that emerged from the Coalesce Conference. Join us as we navigate the key takeaways defining the future of data transformation. dbt Mesh Enterprises today face the challenge of managing massive, intricate data projects that can slow down innovation.

Database 52

Database Business Intelligence Business Intelligence Data Silos 52

IBM Journey to AI blog

OCTOBER 30, 2023

A successful public health response to a future pandemic will rely on collecting and managing critical data, investing in smart, capable and flexible data modernization systems, and preparing people with the proper knowledge and skills. Lesson 1: Use a data model built for public health.

Data Modeling 78

Data Modeling Data Models Data Silos Machine Learning 78