Search results for: 'learning and development skill market'

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...

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...

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 study provides key insights regarding the shortage of skilled human resources (HR) and related issues in the logistics sector from stakeholders, such as logistics service providers (LSPs), logistics institutes and logistics users. The study discusses the needs and preferences for skills and qualifications across logistics job levels. It also sh...

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...

According to the International Energy Agency (IEA), the aviation industry accounts for 2% of global carbon emissions. Total cumulative emissions reached approximately 800 million tons in 2022, and cumulative emissions are expected to reach approximately 1,750-2,000 million tons by 2050. The International Air Transport Association (IATA) has committ...

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...

This edition of the Life Science, Health & Wellness Technology Opportunity Engine (TOE) provides actionable insights across new developments in prebiotics, immunology, oncology, cell and gene therapies, antibody therapies, and precision medicine approaches. The TOE also encompasses technology advances across the use of AI and ML in drug discovery a...

Talent reskilling has emerged as a pivotal response to the evolving demands of industries and the workforce, especially given the sizable impact of geopolitical shocks, disruptive technologies, and automation in the manufacturing and services sectors. This report explores the technological, economic, and societal shifts set to shape the reskillin...