Analytics

New directions for big data and analytics in 2015

December 19, 2014
In the remarkably rich and active domains of big data and analytics, which sometimes seem to be going in many directions at once, we can expect to see more order and convergence in the coming year. Read More

Machine learning molds the material world

December 18, 2014
Computational modeling has revolutionized all branches of the physical sciences, engineering and design. Leading-edge work in these fields is pushing new computational frontiers at nano scales. Computation-centric methods allow researchers to model, simulate and assess a much wider array of options far more rapidly than old-fashioned physical techniques. However, the incredible productivity of computational prototyping carries a downside: far more candidate molecules can be simulated than can reasonably be assessed by human researchers. The bottom line is that when you build bigger haystacks, you need more powerful tools for finding the golden needles that may be buried deep within.  Read More

Big Data & Analytics Heroes: David M. Lawson

December 16, 2014
“As you dig deeper into unstructured data where feelings, emotions and other often messy information reside, you have to embrace qualitative metrics which don’t fit neatly into traditional quantitative analysis,” says David M. Lawson, co-founder & CEO of NewSci, LLC and this week’s Big Data & Analytics Hero. Read More

2015: The year of the “I” in “IT”

December 11, 2014
Organizations of all sizes are struggling with how to extract insight and mitigate risk relative to the massive volumes of information and data that they are accumulating, including dark data. Read More

Big data and the power of positive curation

December 11, 2014
Curation addresses a purpose that stewardship never has in the data analytic governance context. Whereas stewardship refers to data’s trustworthiness, curation addresses the quality criterion of relevance. Consequently, curators might be regarded as being responsible for a “single version of what’s worthy of your consideration.” The repositories in which curated information is kept are not usually official systems of record, but, rather, systems of insight, in the broader sense of the latter. Read More

Reflections and predictions for stream computing in 2015

December 10, 2014
Stream computing exploded in 2014 and we’ve got high expectations for 2015. The October 2014 IBM Institute for Business Value report  found that real-time analytics is the leading big data requirement. What’s your prediction for the future of stream computing?  Read More

Why advanced analytics projects are different from traditional IT

December 9, 2014
To fulfill the promise of analytics, we must put a lot more effort into delivering these projects right, the first time. We must think through each of the traditional success criteria and ask ourselves the burning question: how is delivering analytics different? This starts from gaining executive support, creating a business case, putting a team together, conducting proof of concept, quantifying benefits realization and socializing results for enabling analytics driven organizational change. Read More

Is 2015 the rise of the machines?

December 9, 2014
If I’ve learned one thing in 2014, both through practice and study, it’s that we as humans create data at an astonishing pace. Through advances in technology, each day we create more data than is humanly possible to understand in a single lifetime. The takeaway from this is that we need help! Read More

Big Data & Analytics Heroes: Jake Porway

December 9, 2014
Jake Porway, founder and executive director of DataKind and this week’s Big Data & Analytics Hero, shares that they’ve found that "cross-sector collaborations between data scientists, managers, designers, foundations, nonprofits and more are critical for really making lasting change.” When we all come together and lock elbows we can use data to really make a difference.  Read More

The age of data and opportunities

December 5, 2014
We live in the time of profound technological shifts driven by the ever-increasing availability of data. This post discusses some of the ways data and analytics are impacting our lives; it is also a call to action, to think out of the box and look for new applications and data-driven solutions. Read More

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