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You are here:  Home  >  Articles by Paramita Ghosh
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Data Science Use Cases

By   /  September 20, 2017  /  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

It is only when Data Analytics start meshing with advanced technologies like Machine Learning and Deep Learning that enterprises will reap the benefits of their analytics and Business Intelligence (BI) activities. Those technologies require well-planned Data Science principles built around business need. Such Data Science use cases are now mature enough that business owners, leaders, […]

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Fundamentals of Real-Time Analytics

By   /  September 7, 2017  /  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

With the emergence of multi-structured data, Big Data, Internet of Things (IoT), and streaming data, business owners and operators are now faced with the challenge of managing petabytes of data arriving at tremendous speed from various data pipelines across the enterprise. Thus, Real-time Analytics, or the technological capability for “processing data as it arrives” has […]

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Machine Learning Use Cases for Data Management

By   /  August 29, 2017  /  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

Machine Learning (ML) has transformed traditional computing by enabling machines to learn from data. Machine Learning algorithms have built-in smarts to use available data to answer questions. Apart from using data to learn, ML algorithms can also detect patterns to uncover anomalies and provide solutions. Insecurity environments, Machine Learning can move one step ahead of […]

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Why Data Governance is Important for Business Intelligence Success

By   /  August 24, 2017  /  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

Businesses have started to realize that a sound Data Governance strategy can significantly improve the returns from enterprise Business Intelligence (BI) investments. According to a study published by Forbes Insights, this market-watcher claims that Strong Data Governance Enables Business Intelligence.  The Forbes study claims that this trend has been reinforced by direct feedback from global […]

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Big Data as a Service: What Can it Do for Your Enterprise?

By   /  August 3, 2017  /  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  /  1 Comment

The multiple V’s of Big Data require the hardware architecture operating it to be “distributed” and rooted in parallel processing for the most efficient management possible. Although the data sources for Big Data can be anywhere, when the multi-channel data is pulled into the Big Data environment, then the two significant characteristics that distinguish Big […]

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The Innovative Data Scientist: Overcoming the Big Data and Data Management Divide

By   /  July 27, 2017  /  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

In an ideal world, a Data Scientist is expected to demonstrate a rare combination of technical, analytical, and communication skills that make them sought after data innovators. In the real world, Data Scientists arrive from a wide variety of academic majors like mathematics, statistics, economics, operations research, or computer science. Additionally, the roles they assume […]

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Fundamentals of Descriptive Analytics

By   /  July 6, 2017  /  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

Descriptive Analytics, the conventional form of Business Intelligence and data analysis, seeks to provide a depiction or “summary view” of facts and figures in an understandable format, to either inform or prepare data for further analysis. It uses two primary techniques, namely data aggregation and data mining to report past events. It presents past data […]

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Hadoop and Enterprise Information Management: Leveraging Big Data Solutions

By   /  June 20, 2017  /  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, Enterprise Information Management, Information Management Articles, Smart Data Articles, Smart Data News, Articles, & Education  /  No Comments

The past few years have firmly established the importance of Big Data in the global business environment. 2017 looks to be the the year of greater Apache™ Hadoop implementation (both in terms of its open source development and more available commercial options) at the enterprise level, as Enterprise Information Management (EIM) continues to need more […]

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The Value of Machine Learning: Benefits and Best Practices

By   /  June 8, 2017  /  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

Machine Learning (ML) is a specialized sub-field of Artificial Intelligence (AI) where algorithms can learn and improve themselves by studying high volumes of available data. In this field, traditional programming rules do not operate; very high volumes of data alone can teach the algorithms to create better computing models. Given the unique attributes of Machine […]

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Limitations of Predictive Analytics: Lessons for Data Scientists

By   /  June 1, 2017  /  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

The evolving technology of Predictive Analytics is opening new possibilities for predicting future events by studying past performance. Now that Big Data enables Data Scientists to review massive amounts of data, users can hope that the degree of accuracy in future predictions will only rise. Yet, actual field tests reveal a different story. The element […]

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