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Essay / Cognitive Computing Application Software Overview
Table of ContentsIBM WatsonSparkCognitionDeepmindCisco Cognitive Threat AnalysisCognitiveScaleNumentaCustomerMatrixExpert SystemMicrosoft Cognitive ServicesHPE Haven OnDemandCognitive computing aims to simulate human thought processes in a computerized model. To this end, cognitive applications use deep learning algorithms and neural networks and leverage the latest technological solutions such as data mining, natural language processing and pattern recognition. Say no to plagiarism. Get a tailor-made essay on “Why violent video games should not be banned”?Get the original essayIBM WatsonIBM Watson leverages in-depth content analysis and evidence-based reasoning to accelerate and improve decisions, reduce costs and optimize results. Watson uses a set of transformational technologies that leverage natural language, hypothesis generation, and evidence-based learning. Combined with massively parallel probabilistic processing techniques, Watson can fundamentally change the way we think about rapid problem solving. Using machine learning, statistical analysis and natural language processing to find and understand the clues in the questions, Watson then compared the possible answers, ranking his confidence in their correctness, and responded. Watson Engagement Advisor helps organizations understand their customers better based on their history, engage them where, when and how they want, and empower them to take action when the moment of action occurs. SparkCognitionSparkCognition provides SparkPredict, SparkSecure and Mind Fabric. SparkPredict applies sophisticated algorithms to large amounts of sensor data, bringing intelligence to the Industrial Internet. SparkSecure Cognitive Insights adds a cognitive layer to traditional security solutions, improving threat detection, increasing IT capacity and reducing false positives. The MindFabric platform is a workspace for professionals looking to gain deep insight into their data. SparkPredict delivers truly predictive capabilities that can generate billions of dollars in cost savings and operational efficiency improvements for machine operators. SparkPredict learns from sensor data, identifies impending failures well before they occur, and alerts operators of suboptimal operation before it can cause damage. The algorithms power a platform that allows our customers to quickly deploy across all their assets, automatically detect anomalous behavior, automatically create asset-specific models that do not need to be supervised, and predict or to classify continuously.DeepmindDeepmind is software that seeks to solve intelligence through research. Intelligence makes the world a better place to live. Deepmind uses real-world applications of Al technology. One of Deepmind's key applications is in the healthcare sector. She put cutting-edge technology in the hands of nurses, doctors and patients. Deepmind allows nurses and doctors to instantly analyze test results, determine the appropriate treatment, and escalate individual cases to the right specialist. Therefore, Deepmind provides more accurate analysis and faster treatment that patients need. Deepmind Health provides the highest level of security for a patient's data. Data is highly encrypted and cannot be connected to accountsGoogle or used for advertising purposes. Deepmind collaborates with Google to apply cutting-edge research to the products and infrastructure used by people around the world. Deepmind enables human-level control through deep reinforcement learning. Artificial intelligence is said to excel at a variety of tasks that pose a challenge to humans. Deepmind uses hybrid computing using a DNC to use its memory to answer complex questions. DeepMind Lab is a customizable 3D gaming platform designed for agent-based AI research. It is observed in the first person, through the eyes of the simulated agent. PySC2 is DeepMind's Python component of the StarCraft II Learning Environment (SC2LE). It exposes Blizzard Entertainment's StarCraft II machine learning API as a Python RL environment. This is a collaboration between DeepMind and Blizzard to develop StarCraft II into a rich environment for RL research. PySC2 provides an interface for RL agents to interact with StarCraft 2, obtain observations, and send actions. Cisco Cognitive Threat AnalysisCognitive Threat Analytics quickly detects and responds to attempts to establish a presence in the environment and to attacks already in progress, all without additional hardware or software to deploy. Cognitive Threat Analytics analyzes abnormal web traffic. It identifies attacks before they can start exfiltrating sensitive data. Cognitive Threat Analytics identifies both the source and destination of web traffic. It checks the legitimacy of the destination, notes the size and type of information returned, checks what other domains are being communicated with, and can detect exfiltration of your most sensitive data, whether via HTTP, HTTPS, or even protocols anonymous. like Tor. By identifying confirmed threats, Cognitive Threat Analytics eliminates false positive alerts, reduces the time investigators spend determining the root cause of an incident, and helps the IT team quickly remediate threats and focus on managing their threats. the company. CognitiveScaleCognitiveScale is a Cognitive Cloud enterprise software provider. , a new class of big data interpretation and machine learning systems that accelerate decision-making, improve customer engagement, and improve employee productivity. Powered by Cognitive Cloud Fabric, cognitive applications use machine-augmented intelligence to embed actionable insights, predictions, and recommendations directly into enterprise applications and business processes, while becoming smarter with more data and user interactions. CognitiveScale's Cognitive Cloud Fabric combines artificial intelligence and natural language processing and reasons about structured and unstructured data. This data includes information found in databases, electronic health records and claims systems, in social media, and in remote sensing devices. NumentaNumenta is inspired by machine learning technology and is based on a theory of the neocortex. The technology can be applied to anomaly detection in servers and applications, human behavior, geospatial tracking data, and natural language prediction and classification. Numenta created NuPIC (Numenta Platform for Intelligent Computing) as an open source project. Applications include anomaly detection in publicly traded companies, stock price modeling, stock volume and Twitter volume related to leading market companies,.