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Streamlining Real-Time Data Integration and Analytics: The Struggle is Over

By   /  July 3, 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, Enterprise Information Management, Information Management Articles  /  No Comments

Data Architects and CDOs today face a variety of demands, including delivering Real-Time Analytics, predicting customer behavior, or operationalizing Machine Learning. All of these initiatives share one critical requirement: real-time data. But to get value from real-time data, they must enable continuous collection of data, and on-the-spot integration in-flight across heterogeneous systems. For years, companies […]

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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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Data Modeling and NoSQL: Innovation and Flexibility

By   /  June 26, 2018  /  Big Data Articles, Big Data News, Articles, & Education, Data Articles | Data Science, Business Intelligence, & More, Data Education, Data Modeling Articles, Data Modeling News, Articles, & Education, Database Articles, Database News, Articles, & Education, Education Resources For Use & Management of Data  /  No Comments

Hackolade offers an array of Data Modeling tools designed for various NoSQL databases. Their software is user-friendly, while providing powerful graphics. These features, combined with flexible HTML model documentation, provide a visual blueprint for each application. Hackolade’s output is similar to a CAD printout produced by a draftsman or architect. The blueprint promotes discussion. Pascal […]

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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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A Brief History of Non-Relational Databases

By   /  June 19, 2018  /  Big Data Articles, Big Data 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, Enterprise Information Management, Information Management Articles  /  No Comments

First came relational databases, which provide a useful comparison for understanding non-relational databases. Invented by Edgar F. Codd in 1970, the relational database arranges data into different rows and columns by associating a specific key for each row. Almost all relational database systems use Structured Query Language (SQL) and are remarkably complex. They are traditionally […]

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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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Bringing Data Preparation to Everyone in the Enterprise

By   /  June 6, 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, Enterprise Information Management, Information Management Articles  /  No Comments

“Whether you’re working with Big Data, or whether you’re working with very small data sets, you always need to prepare data for anything that you’re doing with it,” said Paige Schaefer, Product Marketing Manager for Trifacta. Schaefer and colleague Matt Derda, Senior Customer Success Manager, recently talked with DATAVERSITY® about Trifacta’s Data Wrangling technologies. “Data […]

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Get Ready to Operationalize Big Data Apps

By   /  June 5, 2018  /  BI / Data Science Articles, BI / Data Science News, Articles, & Education, 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  /  No Comments

The Big Data Executive Survey released by NewVantage Partners earlier this year shows that close to three-quarters of the respondents surveyed believe they are getting measurable value from their Big Data and Artificial Intelligence projects, which the survey considers as extensions of Analytics capabilities. That number, NewVantage reports, is half again higher than in the […]

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