Search results for: 'learning and developement'

Immuno-oncology (I-O) therapies target tumors by harnessing the host s immune system. With the growing incidence and prevalence of various types of aggressive and refractory cancers, the next-generation I-O therapy pipeline has witnessed significant growth. Chimeric antigen receptor (CAR)-T cell therapy and tumor-targeted antibody therapies, includ...

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

Infographics

×

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...

This edition of the IT, Computing and Communication Technology Opportunity Engine captures developments related to Unified AI robotics, Hybrid GPU cloud and MLOps, Production inference stack, Full-stack reinforcement-learning compute, AI Infrastructure, Computer Vision, Software-Defined Applications, Developer Platform & Cloud Application Deploymen...

The growing global demand for sustainable and ethical food sources has led to significant advancements in alternative proteins. From plant-based proteins to cellular agriculture and novel fermentation techniques, researchers and industry pioneers are leveraging biotechnology, data analytics, and process optimization to enhance the efficiency and sc...

Technological and digital trends are transforming the oil and gas industry. Main players commonly choose operational technologies (OTs) to carry out the automation of their oil and gas processes; however, newer technologies, such as AI, IoT, and robotics are starting to gain more relevance in the industry. Oil and gas companies have adopted automat...

Electronic devices are an integral part of human life, serving a multitude of functionalities. Many application areas for example, electronic gadgets, health monitoring and medical devices, activity tracking, smart cards, and wearable electronics require lightweight, flexible, and compact energy storage solutions. The focus on miniaturization and c...

By 2023, biologics constituted 44% of the therapeutic pipeline, with antibodies and recombinant proteins as leading categories. Nevertheless, advancements in these fields decelerated, with most of the expansion happening in heterologous cell treatments, synthetic nucleic acids, and viruses. The global biologics pipeline will shift toward more compl...

AI generative design technology is emerging as a transformative tool across various industries, including the automotive sector. The technology tool presents tremendous potential for innovation in automotive design by enabling OEMs to explore multiple design iterations swiftly and cost-effectively to produce more fuel-efficient, lightweight vehicle...

The integration of artificial intelligence (AI) and machine learning (ML) within the space industry has the potential to significantly enhance satellite operations, space exploration, and space situational awareness, among other areas. This report investigates the impact of AI/ML on various aspects of the space industry, including satellite network...