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The Fundamentals of Natural Language Processing and Natural Language Generation

By   /  August 2, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Big Data Articles, Big Data News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Education Resources For Use & Management of Data, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

Natural Language Processing (NLP) and Natural Language Generation (NLG) have gained importance in the field of Machine Learning (ML) due to the critical need to understand text, with its varying structure, implied meanings, sentiments, and intent. Natural Language Processing and Natural Language Generation have removed many of the communication barriers between humans and computers by […]

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Internet of Things vs. Edge Computing: Processing Real-Time Data

By   /  July 26, 2018  /  Big Data Articles, Big Data News, Articles, & Education, Data Architecture Articles, Data Architecture News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Education Resources For Use & Management of Data, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

In Edge Computing, “data” is processed near the data source or at the edge of the network while in a typical Cloud environment, data processing happens in a centralized data storage location. The Forbes post This Is What You Need to Learn about Edge Computing provides a good illustration of this point. New iPhones have […]

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Serverless Computing Use Cases

By   /  July 12, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Data Architecture Articles, Data Architecture News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Education Resources For Use & Management of Data, Enterprise Information Management, Information Management Articles  /  No Comments

The uniqueness of Serverless Computing is its ability to survive without the presence of physical machines and systems software. In the Serverless Computing world, the client subscribes to a set of services including special “APIs and web services” that software developers can use to quickly build useful and scalable architectures for on-demand computing services. Serverless […]

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Are Data Scientists Needed in the Self-Service Analytics World?

By   /  July 5, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Big Data Articles, Big Data News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Education Resources For Use & Management of Data, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

Fully-automated or semi-automated software systems will begin deliver more reliable Analytics and Business Intelligence (BI) reports than human Data Scientists by 2019 says Gartner. As Artificial Intelligence-powered BI technology heads towards full self-service, a general concern in the Data Science community is whether human Data Scientists will become obsolete due to the presence of super-intelligent […]

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The Fundamentals of Deep Reinforcement Learning

By   /  June 27, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Big Data Articles, Big Data News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Education Resources For Use & Management of Data, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

Reinforcement Learning (RL), a “niche” Machine Learning technique, has surfaced in the last five years. In context-based decision making, Reinforcement Learning helps the machine take action-provoking decision making through a trial-and-error approach to achieve the optimal algorithmic model for a situation. Furthermore, the machine is trained through a reward/penalty-based feedback mechanism, the goal of which […]

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Augmented Analytics Use Cases

By   /  June 20, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Big Data Articles, Big Data News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Education Resources For Use & Management of Data, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

In an era where Business Analytics is about automating the data preparation and advanced analytics tasks, Augmented Analytics promises hopes for the future generation of Citizen Data Scientists. In Augmented Analytics, Machine Learning (ML) algorithms and Natural Language Processing (NLP) techniques together achieve automated Data Preparation and Business Intelligence. This innovative technology offers sophisticated tools to […]

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The Impact of Data Quality in the Machine Learning Era

By   /  June 7, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Data Governance & Data Quality | News & Articles, Data Governance Articles, Education Resources For Use & Management of Data, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

A significant issue in Enterprise Data Management today is Data Quality, because business data requires thorough cleansing and preparation to be used as input to any Analytics or Business Intelligence system. In an era of automated and Self-Service Business Analytics, Data Quality has assumed even more importance as average business users do not often have […]

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Deep Learning Use Cases

By   /  May 31, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Big Data Articles, Big Data News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Education Resources For Use & Management of Data, Smart Data Articles, Smart Data News, Articles, & Education  /  1 Comment

Deep Learning (DL) has become more than just a buzzword in the Artificial Intelligence (AI) community – it is reshaping global business through the prolific use of autonomous, self-teaching systems, which can build models by directly studying images, text, audio, or video data. Such systems can use that data for future pattern recognition. According to […]

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The Impact of Data Governance on Self-Service Analytics

By   /  May 17, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Big Data Articles, Big Data News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Data Governance & Data Quality | News & Articles, Data Governance Articles, Education Resources For Use & Management of Data  /  No Comments

An important reason for global enterprises of all sizes to embrace Self-Service Analytics & Business Intelligence (BI) is to allow business users and business units to conduct their daily Analytics work without relying on IT. According to Gartner, by 2019, business users indulging in self-service tools will deliver more Analytics-related output than qualified data professionals. […]

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