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08 Jan 2024  |  Global  |  Market Research
Oil and Gas Industry Innovation Tracker: Automation and Autonomy, 2023
Dynamic Companies Driving Innovation in Artificial Intelligence, Machine Learning, Analytics, Internet of Things, and Digitalization
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...
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05 Aug 2016  |  Global  |  Market Research
Wearables Integration in Cars—Use Cases, Impact, OEM Activities, and Future Possibilities
Opportunity for the Automotive Industry to Find New Ways to Support and Learn from its Customers
As wearables technology becomes more ubiquitous, it allows for new avenues of consumer interaction and data collection. As the world becomes increasingly connected, consumers will demand that their vehicles be connected with their wearables technology, which will open up various opportunities for automotive-related applications that will be enabled...
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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
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...
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09 Nov 2023  |  Global  |  Market Research
ChatGPT Use Cases in the Automotive Value Chain
ChatGPT will Transform the Automotive Value Chain with Significant Impact in Retail Sales and In-vehicle Experience Avenues in the Next Decade
ChatGPT has established itself as a versatile tool with potential use cases in various business functions across industries. Potential use cases across the automotive value chain are numerous. This report looks at various scenarios in which ChatGPT can be used for the key elements of the automotive value chain including supply chain, manufacturing,...
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06 Jun 2023  |  Global  |  Market Research
Artificial Intelligence/Machine Learning Solutions in the Space Industry
Advanced Algorithms, Enhanced Satellite Operations, Autonomous Space Exploration, and Responsive Space Situational Awareness to Propel the Next generation Space Ecosystem
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...
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03 Jun 2021  |  Global  |  Market Research
Global Artificial Intelligence/Machine Learning Platforms Growth Opportunities
Demand for Disruptive Technologies and Intense Competition Create Future Growth Potential
Companies across all industry verticals recognize the importance of customer satisfaction (hence, retention) and demand generation (be it new sales, upsells or cross-sells) for business growth. Feeding data into AI/ML platforms, then making sense of such data and creating models that explain or predict customer satisfaction or demand is at the co...
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18 Aug 2021  |  Global  |  Technology Research
Next Wave of Deep Learning Models & Applications (RNN, CNN, and GaN)
Neural Networks Empowering the Next Generation of AI Applications
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...
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10 Oct 2019  |  Global  |  Market Research
Global Artificial Intelligence in Retail—Use Cases and Transformational Impact, 2019
Data Drives Everything. Customer Experience is Everything
This research service is part of Frost & Sullivan's Integrated Commerce Research Programme. It provides an original perspective on how artificial intelligence (AI) is making its way into the retail sector. Retail has entered a new era where eCommerce and technology bellwethers like Alibaba, Amazon, Apple, Baidu, Facebook, Google, Microsoft, and Ten...
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30 Oct 2024  |  Global  |  Technology Research
Growth Opportunities in Artificial Intelligence, Augmented Reality, Robotics, Machine Learning, Generative AI, Simulating Models
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...
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29 Jul 2022  |  Global  |  Customer Research
Digital Trends in Education–2022 Investment Plans Address Talent Shortage and Remote Learning
Adapting to Meet the Needs of Modern Students
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...
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