Cloudera

DECEMBER 8, 2020

Two years ago we wrote a research report about Federated Learning. You can read it online here: Federated Learning. Federated Learning is a paradigm in which machine learning models are trained on decentralized data. Keeping data decentralized helps solve essentially two problems.

Machine Learning 84

Machine Learning Data Lake Reporting Modeling 84

CIO Business Intelligence

APRIL 11, 2022

With the focus shifting to distributed data strategies, the traditional centralized approach can and should be reimagined and transformed to become a central pillar of the modern IT data estate. billion connected Internet of Things (IoT) devices by 2025, generating almost 80 billion zettabytes of data at the edge.

Optimization 52

Optimization Data Lake Data Strategy Internet of Things 52

AWS Big Data

JANUARY 31, 2023

Data governance is the collection of policies, processes, and systems that organizations use to ensure the quality and appropriate handling of their data throughout its lifecycle for the purpose of generating business value.

Data Lake 78

Data Lake Data Governance Data Architecture Machine Learning 78

CIO Business Intelligence

JUNE 13, 2022

We’re also learning that it’s all connected,” Hackenson says, noting that CIOs and their executive colleagues are realizing that a digital transformation initiative in one area, for example sales, must be accompanied by transformation in supporting areas such as supply chain. Growing cybersecurity, data privacy threats.

IT 144

IT Digital Transformation Strategy Internet of Things 144

AWS Big Data

MARCH 7, 2023

It covers how to use a conceptual, logical architecture for some of the most popular gaming industry use cases like event analysis, in-game purchase recommendations, measuring player satisfaction, telemetry data analysis, and more. Flexible and easy to use – The solutions should provide less restrictive, easy-to-access, and ready-to-use data.

Analytics 68

Analytics Data Warehouse Data Lake Metadata 68

Insight

AUGUST 17, 2020

The Remote Experience While this was the first session for Insight in which all Fellows participated remotely, we’ve been offering a remote data science program since 2015. We’re happy to report that we successfully adapted what we’ve learned during that time to all 7 of our programs across all locations.

Data Science 63

Data Science Data Processing Cost-Benefit Strategy 63

CIO Business Intelligence

MARCH 22, 2023

Industries increasingly rely on data and AI to enhance processes and decision-making. Conventional IT and data teams query data containing PII, but only a select few require access. Protecting sensitive data in the modern AI/ML pipeline has different requirements. Safeguarding PII is not a new problem.

Machine Learning 104

Machine Learning Cost-Benefit Modeling Risk 104