Data migration can be a painful process that involves multiple steps in the Extract-Transform-Load (ETL) process. The challenges with migration can be even higher when we are talking about big data. This is especially true when we are migrating different types of structured and unstructured data within the same system. In this article, we will take a look at some of the most … [Read more...] about 5 Big Data Migration Mistakes To Avoid
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How to Make Business Processes More Efficient With Big Data
Adhering to standard business processes can sometimes cost a lot of money. Commercial flights, for instance, are mandated by law to adhere to a strict schedule of maintenance and inspection. The loss to airline companies due to these routine checks can be as high as $10,000 for each hour of non-operation. A recent study conducted by SAP showed that by using big data and … [Read more...] about How to Make Business Processes More Efficient With Big Data
Approach Big Data Analytics Like A Lego Kit
A few months back I was having a conversation with a colleague of mine, Brad Elo. We were discussing the importance of operationalizing analytic processes and the need for the use of repeatable and standardized components to enable success. As part of the discussion, Brad brought up a terrific parallel between Legos and analytics that clearly illustrates the importance of … [Read more...] about Approach Big Data Analytics Like A Lego Kit
The Industrial Internet and the Need for Industrial Data Science
It has perhaps somewhat prematurely been called the sexiest job of the twenty-first century, but whether you buy into the Big Data hype or not, data science is here to stay. The media purport the image of the data science artiste: a data bohemian who lives among free, like-minded spirits in lofty surroundings, and who receives sacks of money in exchange for genuine … [Read more...] about The Industrial Internet and the Need for Industrial Data Science
How To Analyze a Large Amount Of Hadoop ETL Data
Building a hadoop ETL system is a challenging job as it is heavily constrained by unavoidable realities. The development team working on ETL system must live with data format of current system, clear business requirements and a clear idea of available legacy system. In this article, professionals will make you learn how to analyze the bulk ETL data with efficiency. You can … [Read more...] about How To Analyze a Large Amount Of Hadoop ETL Data