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Cognitive 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.
IBM Watson, leverages deep content analysis and evidence based reasoning to accelerate and improve decisions, reduce costs and optimize outcomes. Watson uses a set of transformational technologies which leverage natural language, hypothesis generation and evidence-based learning. Combined with massively parallel probabilistic processing techniques, Watson can fundamentally change the way to look at solving problems quickly. Using machine learning, statistical analysis and natural language processing to find and understand the clues in the questions, and Watson then compare the possible answers, by ranking its confidence in their accuracy, and responded. Watson Engagement Advisor helps organizations know their customers better based on their past history, engage them wherever, whenever, and however they choose and empower them at the point of action.
SparkCognition provides SparkPredict, SparkSecure and Mind Fabric. SparkPredict applies sophisticated algorithms to vast quantities of sensor data imbuing the Industrial Internet with intelligence. SparkSecure Cognitive Insights add a cognitive layer to traditional security solutions, improving threat detection, augmenting IT capacity, reducing false positives. MindFabric platform is a workspace for professionals seeking to gain deep insight from their data. SparkPredict enables truly predictive capabilities that can deliver billions of dollars in cost savings and operational efficiency improvements to machine operators. SparkPredict learns from sensor data, identifies impending failures long before they occur and alerts operators to sub-optimal operation before it can cause any harm. The algorithms power a platform that allows our customers to quickly deploy against all of their assets, automatically find anomalous behavior, automatically build asset specific models that don’t need to be supervised, and predict or classify on an ongoing basis.
Deepmind is a software that seeks to solve intelligence through research. Intelligence makes the world a better place to live in. Deepmind uses real-world applications of Al technology. One of the key application of Deepmind is in the health sector. It has placed advanced technology in the hands of nurses, doctors and patients. Deepmind enables nurses and doctors to instantly analyse test results, determine the right treatment and escalating special cases to the right specialist. Therefore, Deepmind provides more accurate analysis and faster treatment that the patients need.
Deepmind health provides the highest level of security in relation to a patient’s data. The data is highly encrypted and cannot be connected to Google accounts or used for advertisements. Deepmind collaborates with Google to apply a cutting edge research to products and infrastructure used by people in the world. Deepmind enables human-level control through deep reinforcement learning. Artificial intelligence is said to excel with a variety of task that are challenging to humans. Deepmind uses hybrid computing using a DNC to use its memory to answer complex questions. DeepMind Lab is a 3D customisable game-like platform tailored for agent-based Al research. It is observed from a first-person viewpoint, 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, getting observations and sending actions.
Cognitive Threat Analytics quickly detects and responds to attempts to establish a presence in to environment and to attacks that are already underway all without additional hardware or software to deploy. Cognitive Threat Analytics analyzes anomalous web traffic. It pinpoints attacks before they can begin to exfiltrate sensitive data. Cognitive Threat Analytics identifies both the source and the destination of web traffic. It verifies the legitimacy of the destination, notes the size and type of information that is being returned, and checks what other domains are being communicated with and can detect the exfiltration of your most sensitive data, whether over HTTP, HTTPS, or even anonymous protocols such as Tor. By identifying confirmed threats, Cognitive Threat Analytics eliminates false-positive alerts, reduces the amount of time investigators spend determining the root cause of an incident and helps IT team quickly remediate threats and focus on running business.
CognitiveScale is a provider of enterprise Cognitive Cloud software, a new class of big data interpretation and machine learning systems that accelerate decision-making, enhance customer engagement, and improve employee productivity. Powered by Cognitive Cloud Fabric, the Cognitive applications use machine-augmented intelligence to weave actionable insights, predictions, and recommendations directly into enterprise applications and business processes while getting smarter with more data and user interactions. CognitiveScale’s Cognitive Cloud Fabric weaves together artificial intelligence and natural language processing and reasons over structured and unstructured data. This data includes information found in databases, electronic medical records and claims systems, social media, and remote sensing devices.
Numenta, 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 to the prediction and classification of natural language. Numenta has created NuPIC (Numenta Platform for Intelligent Computing) as an open source project. Applications include detects anomalies in publicly traded companies, models stock price, stock volume, and Twitter volume related to top market companies, detects anomalies in servers and applications. Learns continuously, automatically discovers time-based patterns in data, and generalizes from experience. Early anomaly detection in streaming data is as difficult as it is important. Numenta Anomaly Benchmark (NAB) is an open source framework that anyone can use to test and compare real-time anomaly detection algorithms. It consists of a dataset with 58 real-world, labeled data files and a scoring mechanism that rewards early detection and online learning.
CustomerMatrix Cognitive Engine amplifies the value of existing IT investments by converging all of the data and knowledge around an organization and its processes, while applying cognitive intelligence to empower users with recommendations for actions that have the highest revenue impact. ActionRank, maximizes revenue growth with real-time comparisons to past outcomes, ensures these recommendations are ultra-relevant and contextual. CustomerMatrix Cognitive Computing platform pushes tailored, ranked and actionable next steps to each Relationship Manager so they can rapidly capture new revenue. The platform’s proprietary scoring system maximizes revenue growth with real-time comparisons to past outcomes, and ensures that these recommendations are ultra-relevant and delivered in context to users. Part of that speed to market is as a result of being built with banking information security best practices in mind.
Expert System’s software combines the power of language and technology to transform your ability to use unstructured content. Business and government can enhance insight, make more enlightened decisions, and strengthen what analytics can reveal. Based upon a patented technology that employs millions of definitions, concepts and relationships, our applications read and understand multiple languages the way people do. Cogito is the multilingual cognitive software that reads, understands and answers to empower better, more informed decision making at the speed of current technologies and at the scale of your data repository. Inspired by the human ability to comprehend on a deep level, Cogito, Latin for I think, bases its cognitive computing abilities on Artificial Intelligence algorithms that mimic the human capacity for reading and understanding. Cogito enables organizations in any industry to discover insight, transform customer engagement and empower their decision-making processes in functions as diverse as security and intelligence, automated self-service, social media, knowledge management, taxonomy management, linked content, compliance, and many more.
Microsoft Cognitive Services let to build apps with powerful algorithms using just a few lines of code. They work across devices and platforms such as iOS, Android, and Windows, keep improving, and are easy to set up. Microsoft Cognitive Services (formerly Project Oxford) are a set of APIs, SDKs and services available to developers to make their applications more intelligent, engaging and discoverable. Microsoft Cognitive Services expands on Microsoft’s evolving portfolio of machine learning APIs and enables developers to easily add intelligent features such as emotion and video detection; facial, speech and vision recognition; and speech and language understanding into their applications Microsoft Computer Vision cloud-based API provides developers with access to advanced algorithms for processing images and returning information. By uploading an image or specifying an image URL, Microsoft Computer Vision algorithms can analyze visual content in different ways based on inputs and user choices.
HPE Haven OnDemand simplifies how customers can turn virtually any data into an asset anytime and anywhere. HPE Haven OnDemand provides a faster and easier way to tap into big data for delivering comprehensive and actionable insights, now is the time to take advantage of this cloud services platform. Haven Search OnDemand businesses can extract, analyze and index multiple data formats including corporate email, documents and audio/video archives. Haven Search OnDemand provides powerful search curation features enable the optimization of search results for end users.
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