What is Deep Learning? Deep Learning is a subfield of machine learning that attempts to model high-level abstractions in data by using multiple processing layers with complex structures, hence the term “deep”. These models can be trained on large datasets to learn complex patterns and relationships within the data, making them well-suited for tasks such Read More
Category: Deep Learning
Deep Learning
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Introduction Natural Language Processing (NLP) is a field of computer science that deals with the interaction between computers and humans in natural language. NLP libraries are software tools that help computers understand and process human language. What is Natural Language Processing? Natural Language Processing (NLP) is a branch of computer science that focuses on the Read More
Introduction Deep learning is a type of artificial intelligence that allows computers to learn and improve on their own. Deep learning frameworks are software tools that help developers build and train deep learning models. These frameworks provide a set of pre-built functions and algorithms that make it easier to create and train complex neural networks. Read More
Source – https://www.nojitter.com/ Deep learning AI models will provide more accurate call summaries and AI-based after-call work guidance. Conversational service automation platform provider Uniphore today announced the addition of deep learning AI models and other updates for U-Assist, its agent tool for automating after-call work and call dispositions. Available to all Uniphore customers in the fall release, the Read More
Source – https://healthitanalytics.com/ By using deep learning and predictive analytics, researchers have determined who could develop age-related chronic disease based on immune system health. Researchers from the Buck Institute and Stanford University have created an inflammatory clock for aging (iAge) that uses deep learning and predictive analytics to determine immunological health and chronic diseases associated Read More
Source – https://www.analyticsinsight.net/ When thinking of technology, one cannot go without talking about deep learning. Needless to say, deep learning has become one of the most critical aspects of technology. Gone are the days when organizations alone used to show interest in technologies like AI, deep learning, machine learning, etc. Today, even individuals are inclined Read More
Source – https://venturebeat.com/ Security operations teams have a data management problem: The volume of security alerts they have to process is so high they can miss signs of an attack. In the first Voice of SecOps report from security vendor Deep Instinct, 86% of respondents said tools driven by data science — which includes artificial intelligence, Read More
Source – https://www.datanami.com/ Thanks to the exponential growth of malware, traditional heuristics-based detection regimes have been overwhelmed, leaving computers at risk. Machine learning approaches can help, but the bottleneck presented by the feature engineering step is a potential dealbreaker. The best path forward at this point is deep learning, says the CEO of Deep Instinct, Read More
Source – https://www.analyticsinsight.net/ The following are the most important deep learning algorithms that programmers should know about in 2021. Deep learning algorithms train machines and it uses artificial neural networks to perform sophisticated computations on large amounts of data. It is a type of machine learning that works based on the structure-function of the human brain. Read More
Source – https://www.business-newsupdate.com/ The Global Deep Learning in CT Scanners Market report draws precise insights by examining the latest and prospective industry trends and helping readers recognize the products and services that are boosting revenue growth and profitability. The study performs a detailed analysis of all the significant factors, including drivers, constraints, threats, challenges, prospects, Read More
Source – https://www.analyticsinsight.net/ Will computer vision take human jobs in the upcoming years with cutting-edge technologies? There is a worldwide controversy whether computer vision will take over human jobs that can increase the rate of unemployment. The integration of cutting-edge technologies with AI algorithms into the existing computer system has introduced advanced computer vision. AI Read More
Source – https://www.itnonline.com/ Heart disease and cancer are the leading causes of death in the United States, and it’s increasingly understood that they share common risk factors, including tobacco use, diet, blood pressure, and obesity. Thus, a diagnostic tool that could screen for cardiovascular disease while a patient is already being screened for cancer, has the potential to expedite Read More
Source – https://www.miragenews.com/ Reston, VA-An advanced artificial intelligence technique known as deep learning can predict major adverse cardiac events more accurately than current standard imaging protocols, according to research presented at the Society of Nuclear Medicine and Molecular Imaging 2021 Annual Meeting. Utilizing data from a registry of more than 20,000 patients, researchers developed a Read More
Source – https://www.neurologyadvisor.com/ A novel system using deep learning technology and custom electroencephalogram (EEG) data techniques has been shown to automatically learn seizure signatures in patients with epilepsy and reduce the amount of raw EEG data needed to be reviewed by a neurologist, according to a study published in EBioMedicine. Researchers involved in the study obtained Read More
Source – https://www.biometricupdate.com/ The fifth annual international summit ‘Machines Can See’ will be held on July 8 in Moscow at the Omega Rooftop and is hosted by VisionLabs. This event brings together the world’s leading experts in computer vision and machine learning to discuss technology trends and share experience, connecting international AI communities. Human-centric technologies This Read More
Source – https://aithority.com/ Cirrascale Cloud Services, a premier cloud services provider of deep learning infrastructure solutions for autonomous vehicles, natural language processing, and computer vision workflows, announced its dedicated, multi-GPU deep learning cloud servers support the NVIDIA A100 80GB and A30 Tensor Core GPUs. With record-setting performance across every category on the latest release of MLPerf, Read More
Source – https://visualstudiomagazine.com/ Microsoft claims its new PyTorch Enterprise on Microsoft Azure is the first offering from a cloud platform to provide enterprise support for PyTorch, the popular open source deep learning framework. Along with that enterprise support, it comes with prioritized troubleshooting and also integrates with other Azure solutions, such as Azure Machine Learning. PyTorch is Read More
Source – https://www.enterpriseai.news/ The rise of precision medicine is being augmented by greater use of deep learning technologies that provide predictive analytics for earlier diagnosis of a range of debilitating diseases. The latest example comes from researchers at Michigan-based Beaumont Health who used deep learning to analyze genomic DNA. The resulting simple blood test could Read More
Source – https://healthitanalytics.com/ Deep learning methods analyzed genomic data from whole blood samples and found differences in patients with Alzheimer’s disease. Using deep learning and genomic data, researchers from Beaumont Health have discovered a simple blood test that may help predict Alzheimer’s disease in patients. In a study published in PLOS ONE, the team described using deep learning Read More
Source – https://www.techiexpert.com/ After a long day at work, you are dazed but at the same time determined to watch the newest episodes of your favourite series. And just when you’re in the nail-biting scene, the video has paused, then begins to buffer and never resumes! After a few frustrating seconds later, the video is Read More
Source – https://www.unite.ai/ Soft-bodied robots are an extremely important tool in the wider field of robotics, as traditional and rigid-bodied robots are not able to complete the same types of tasks. The former interacts with humans more safely, and they can do things like fit into tight spaces. One of the major challenges involved with Read More
Source – https://www.theweek.in/ Soft robots collect more useful information about their surroundings Creating soft robots has been a long-running challenge in robotics. Their rigid counterparts have a built-in advantage: a limited range of motion. Rigid robots’ finite array of joints and limbs usually makes for manageable calculations by the algorithms that control mapping and motion Read More
Source – https://www.aiin.healthcare/ Researchers have demonstrated that deep learning models can help neurologists interpret epileptic episodes during and between seizures from relatively few scalp electroencephalography (EEG) readings. The best of the models proved out the concept under review: an automated annotation tool needing 142 times less EEG data than human experts would need to comb Read More
Source – Researchers may have developed a deep learning model that is effective at detecting electrolyte imbalance via electrocardiography (ECG). “The detection and monitoring of electrolyte imbalance is essential for appropriate management of many metabolic diseases; however, there is no tool that detects such imbalances reliably and noninvasively,” the team wrote in their abstract. Aiming Read More
Source – https://www.biospectrumindia.com/ A team from the Institute of Advanced Study in Science and Technology (IASST) in Guwahati, an autonomous institute of the Department of Science & Technology, Govt of India, has presented the novel deep learning (DL) based quantitative evaluation of oestrogen or progesterone status with the help of Immunohistochemistry (IHC) specimen to grade for Read More
Source – https://www.analyticsinsight.net/ Data engineering skills and deep learning are growing in demand With a humongous 2.5 quintillion bytes of data produced every day, data scientists are busier than at any other time. The more data we have, the more we can do with it. Furthermore, data science gives us strategies to effectively utilize this Read More
Source – https://metrology.news/ Industrial Vision Systems (IVS), a supplier of inspection machines, has launched a range of new optical sorting machines specifically for the high-speed sorting of small components such as fasteners, rings, plastic parts, washers, nuts, munitions and micro components. The devices provide automatic inspection, sorting, grading and classification of products at up to Read More
Source – http://bweducation.businessworld.in/ While deep learning is driving advances in artificial intelligence that are changing our world, data engineering is the foundation for the new world of Big Data. Udacity, a silicon-valley-based global lifelong learning platform, has released the list of the most popular Nanodegree programs in India in 2020. The data is based on Read More
Source – https://www.dqindia.com/ The shift towards deep learning and data engineering is an indication of the country’s growing interest in artificial intelligence and big data Udacity has released the list of the most popular Nanodegree programs in India in 2020. The data is based on the number of enrollments during the year, showing the demand Read More
Source – https://www.mediaupdate.co.za/ Deep learning technology and neural networks are powerful subsets of artificial intelligence that are majorly effective in real-world applications. But, its value is often overlooked. So, what is deep learning and why should it matter to you? So what is deep learning? Jason Brownlee PhD, a professional developer and machine learning practitioner, Read More