Search results for: 'learning algorithm'

As digitization progresses across industries, AI is gaining a ubiquitous adoption as more and more business processes are being automated. With this, the expectations from AI in terms of what applications can be realized using AI is also expanding, and thus a more complex set of neural networks have been introduced which are expected to leverage ad...

29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...

After experiencing significant demand shocks on account of COVID-19 in H1 2020, the DCB market made significant progress in H2 2020, registering annual shipments of 1.8 million units with a YoY growth of 9 percent, primarily driven by the revival of demand in the education sector. Despite the slowdown, the pandemic paved the way for the tremendous ...

A major challenge in drug discovery is the limited number of gene targets that can be targeted for the development of a drug molecule. Only close to 400 genes are proven targets for US FDA-approved drugs. 80% of human genes are unexplored as targets, and some are considered undruggable. The identification and the selection of novel drug targets (p...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) captures developments related to Artificial intelligence, Augmented Reality, Virtual Reality, Generative AI, Machine Learning Models, and Robotics Process Automation. These technologies empower users to devote their efforts to higher-value activities by auto...

Frost & Sullivan has identified that the education vertical is ripe for digital transformation and adoption of modern communications and collaboration technologies to improve operational efficiencies, improve instructor performance and enhance students’ experience. COVID-19 unmasked this sector’s lack of preparedness to address the sudden need f...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) explores transformative innovations reshaping enterprise digital infrastructure. It showcases advancements across cloud-native platforms, edge computing, AI, and immersive technologies. Highlighted solutions include a unified edge management system streamlin...

As intrusions employ a wide variety of attack vectors and methods, companies have to seriously consider continuous security monitoring, which provides real-time visibility of users and their devices when they attempt to connect to or work on an enterprise network. Security monitoring gives companies the ability to constantly look over their network...

It is difficult to understand what is happening in the field of artificial intelligence (AI). New developments seem to happen weekly, and companies use different words to describe their products. The terms artificial intelligence, cognitive intelligence, autonomous machines, and machine learning are all thrown around. This research brings clarity t...