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Artificial Intelligence Has its Foundation in Good Data

By   /  July 11, 2018  /  BI / Data Science Articles, BI / Data Science 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, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

Creating value and competitive advantage are two top use cases for Artificial Intelligence (AI). Now, it’s time for businesses to really get their hands on how to put it to work to those ends. Most companies are ready and willing to take it on. In the case of large enterprises, they’re looking for ways to […]

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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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Case Study: Artificial Intelligence Helps Bike Share Programs Get Smart

By   /  June 14, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Big Data Articles, Big Data News, Articles, & Education, Case Studies, 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

The North American Bikeshare Association (NABSA) reports that there were 50,000 bike share bicycles in the U.S. as of 2016, an increase of 30,000 bikes since 2012. Those bikes made 28 million trips in 2016, a 25 percent increase over 2015, and as of 2017, more than 130 North American cities had bike share programs. […]

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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  /  No Comments

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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Artificial Neural Networks: An Overview

By   /  May 24, 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

Neural Networks and Deep Learning currently provide some of the most reliable image recognition, speech recognition, and Natural Language Processing solutions available. However, it wasn’t always that way. One of the earliest and simplest teaching philosophies for Artificial Intelligence was marginally successful. It suggested that loading the maximum amount of information into a powerful computer […]

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Artificial Intelligence Takes on Large-Scale Database Management

By   /  May 23, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Database Articles, Database News, Articles, & Education, Education Resources For Use & Management of Data, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

Artificial Intelligence (AI) is having a clear impact on databases. Among the major players, Microsoft is applying AI to continuously monitor Azure SQL database workload patterns and apply automatic tuning when it recognizes opportunities to improve the database performance, for example. And Oracle has unveiled the Oracle Autonomous Database Cloud, which uses Machine Learning to […]

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