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Operational Data Science

Team with diversity can work together for an enterprise to deliver Data Science workflow. 1. Person(s) with strong business acumen with Visualization skills. 2. Data Integration Engineer(s) with ETL skills on structured and unstructured data 3. Statistician with R skills 4. Smart programmer with Predictive modeling skills.

Interestingly, there is no right and specific order of delivery from these people. Having said that the person who has strong business background can work at both the ends of a shore i.e. in data discovery as well as in communicating the final result (either in terms of prediction or pattern or summarization). However, programmers can pretty much independently work in all areas of data preparation, data analysis and scripting to build datasets for modeling. In a same way, statistician can very much communicate the business result and reflection. Now after all these efforts what left is just a game of effective collaboration. Moreover, along with the right collaboration channel there should be a Data scientist(s) who can watch over and architect the whole work flow and should always be ready to design+code+test the prototype of the end product. So, this whole Operation Data Science need a collaborative team and an architect(s) with diverse skills. Read complete study on: http://datumengineering.wordpress.com/

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Featured Case Study

Safeguarding Enterprise Voice Communication over WiFi

Enterprises are showing a strong interest on wireless voice technology over the standard WiFi networks for its attractive features such as lower phone bills, centralized management, or fast deployments. However these wireless voice networks are susceptible to usual attacks like viruses, spam, phishing, hacking, stolen data, denial of service (DoS), voice injections, man in the middle attacks, call hijacking, eavesdropping etc. The security of these networks become a major concern for enterprises because IT managers have no or very little knowledge how to protect voice networks.

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Mobile Enterprise Professional Alerts


Featured How-To Note

Architecting Wireless Email

Wireless email is an important business tool for today's enterprises and an entrepreneurial solution to maximize the employees’ business potential and gain a competitive edge. Since businesses now send as much as 60% of their business-critical data via email, accessing emails wirelessly means business success for many organizations by providing rapid customer communication, faster decision-making and collaboration from distant places.

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