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...

Learning management solutions (LMS) serve as an excellent means to deliver multimedia and interactive course content to today?s generation of digitally connected students and workforce. The need for this shift in learning/teaching methodologies is the result of changing expectations from students and their parents regarding educational institutions...

29 Apr 2020  |  North America  |  Market Research

Post-Pandemic Growth Opportunity Analysis of the Global E-Learning Market

Lecture Capture Solutions Have Quickly Become Crucial to Business and Educational Institution Ecosystems

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Key Issues Addressed Key Benefits

This research measures the impact of COVID-19 on the global e-learning market. The e-learning ecosystem follows the entire learning flow: content creation with lecture capture solutions (LCS); publishing with massive online open courses (MOOCs) and dynamic publishing tools; management with learning management solutions (LMS); creating opportunities...

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...