Fresh Links Sundae – August 3, 2014 Edition

??????????????????????????????????????????????????????????????????????????????Fresh Links Sundae encapsulates information I have come across during the past week. Often they are from the people whose work I admire or resonate with me. I hope you will find these ideas thought-provoking at the minimum. Even better, I hope these ideas will, over time, help my fellow IT pros make better decisions, be awesome, and kick ass!

The subject of data science receives much attention these days. Some people have used data management terms, such as business intelligence and predictive analytics, interchangeably even though they represent different disciplines. Dean Abbott talks about what similarities the two disciplines share and how they differ. Similarities and Differences Between Predictive Analytics and Business Intelligence (Data Mining and Predictive Analytics)

Neural network is a machine learning approach that is widely used in many data analytics efforts. Pete Warden offers step-by-step instructions on training your neural network. How to build and run your first deep learning network (O’Reilly Radar)

Big data and the Hadoop ecosystem are getting attention from many organizations these days. Rich Morrow outlines some of the most common surprises and challenges that new users of Hadoop run into in their early implementation period. Lessons Learned Deploying Hadoop (Global Knowledge Training Blog)

When you ask which service desk tool is the best for a particular IT organization, you will get a diverse set of opinions. Rob England outlines the essential criteria to consider when evaluating a service desk tool. What is the best ITIL service desk tool? (The IT Skeptic)

Rob Stroud and Rob England got into a discussion on the cloud-based ITSM solution. Mr. England and Mr. Stroud are two authorities I respect in the ITSM space. I thought the discussion was both interesting and educational. Is ITSM SaaS overrated? – Highlight and Is ITSM SaaS overrated? Round two – Highlight (CA Technologies)

When being asked about the tools and techniques used in their knowledge management programs, many IT organizations often just describe tools for managing and sharing documents. Stuart Rance thinks that is very limiting and offers additional ideas for enriching your knowledge management effort. Knowledge Management Is Not Just About Document Repositories (SysAid Blog)

Maturity assessment is a necessary part of ITSM improvement effort, but many organizations do not know how to conduct an effective assessment. Karen Ferris explains the challenges and pitfalls of conducting maturity assessment. ITSM Process Maturity Assessments – Handle with Care (Macanta)

A well-designed RACI chart is an effective tool for creating clarity in roles and responsibilities. Greg Sanker explains how a RACI chart can help in your ITSM effort. What’s a RACI Chart, and how to I use it? (ITSM Transition)

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