This article is the third in an editorial series that will review how predictive analytics helps your organization predict with confidence what will happen next so that you can make smarter decisions and improve business outcomes.. It is important to adopt a predictive analytics solution that meets the specific needs of different users and skill sets from beginners, […]
The need for predictive analytics in the enterprise is clear, as it can provide smarter analysis for better decision making, increased market competitiveness, a direct path in taking advantage of market opportunity and threats, a way to reduce uncertainty and manage risk, an approach to proactively plan and act, discovery of meaningful patterns, and the means to anticipate and react to emerging trends.
R is a widely used statistical programming language but its interactive use is typically limited to a single machine. To enable large scale data analysis from R, SparkR was announced earlier this year in a blog post. SparkR is an open source R package developed at U.C. Berkeley AMPLab that allows data scientists to analyze large data sets and interactively run jobs on them from the R shell.
Project Adam is a new deep-learning system modeled after the human brain that has greater image classification accuracy and is 50 times faster than other systems in the industry. Project Adam is an initiative by Microsoft researchers and engineers that aims to demonstrate that large-scale, commodity distributed systems can train huge deep neural networks effectively.