When it comes to wireless networks, lagging while video streaming, video chatting, mobile gaming, and other web services is a common problem faced by many. In a bid to reduce the lagging problem, researchers from the Massachusetts Institute of Technology (MIT) have designed a congestion-control scheme. The scheme enables web services to run seamlessly by…
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Microsoft Unveils Falcon: AI Framework To Secure Computation of AI Models On Distributed Systems
Researchers from Microsoft, Princeton University, Technion and Algorand Foundation recently introduced a new framework known as Falcon. Falcon is an end-to-end 3-party protocol that can be used for fast and secure computations of deep learning algorithms on larger networks. Today, a vast amount of private data and sensitive information is continuously being generated. According to…
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This week, we witnessed open-source tools focusing mostly on making models lighter and explainable. OpenAI, especially, has come up with an interesting tool to promote the interpretability of ML models. Furthermore, TensorFlow has made it even more simple for developers to execute their models. Let us take a look at top AI news for developers…
The post OpenAI’s Microscope, TensorFlow Profiler & More: Top New AI & ML Releases This Week appeared first on Analytics India Magazine.
Artificial intelligence (AI) has been integrating remarkable developments in almost every sector, and the healthcare industry is no different. There is an unprecedented amount of data flowing in the healthcare industry, which remains unlabeled and inconsistent, which can be analyzed to extract valuable insights using AI. The technology is also being used to provide virtual…
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Data science has been playing a vital role in our fight against the outbreak of COVID-19. Data scientists have been assisting governments in assimilating trends and extracting relevant insights from them. However, we have witnessed a few challenges in this field, and those need to be addressed. In other words, we might see a few…
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As the repository of data expands with each passing day, deriving meaningful insights from it through analytics has become a challenge. With organizations feeling the need to move this data around for better understanding and collaboration between different departments, data lakes have emerged. In simple terms, these are a large body of raw data where…
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Events and conferences have emerged as a great way to build your network, hear from the best in the industry, and stay up-to-date on newer developments. However, for some people, the travel time, distance, and expense can be an obstacle in attending these conferences. Virtual conferences and events, on the other hand, offer the same…
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Fintech ventures heavily depend on machine learning (ML), artificial intelligence (AI), data science, and predictive analytics to assist in decision-making and problem-solving processes. Robo advisers, fraud detection, risk analysis, and customer retention and acquisition are a few examples of how data science and ML are applied to fintech companies to amplify and upgrade their offerings.…
The post This Bangalore-Based Fintech Startup Is Using AI To Enhance Fraud Detection & Cybersecurity appeared first on Analytics India Magazine.
Coursera has launched CourseMatch, a machine learning solution that will automatically match the on-campus courses at colleges and universities across the globe with Coursera’s course catalogues. According to a recent blog post by Coursera, it has been stated that last month, it launched the Coronavirus Response Initiative, where more than 2,600 colleges and universities across…
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“Anytime you’re listening to high-quality audio, you’re likely using Dolby,” declared Vivek Kumar, who heads the AI team for Dolby Labs. Speaking at the PyTorch DevCon event late last year, Kumar briefly spoke about how PyTorch has become the go-to tool for deep learning-based audio research. According to Kumar, there are nearly 11 billion devices…
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