Click here to close now.

Welcome!

Big Data Journal Authors: Pat Romanski, Elizabeth White, Liz McMillan, Carmen Gonzalez, Brett Hofer

Blog Feed Post

A Data Scientist's and R User's Guide to the JSM

by Joseph Rickert The Joint Statistical Meetings (JSM) get underway this weekend in Boston and Revolution Analytics is again proud to be a sponsor. More than 6,000 statisticians and data scientists from around the world are expected to attend and listen to thousands of presentations. It is true that many talks will be on specialized topics that only statisticians working in particular a field will have the interest and patience to sit through. However, there is evidence that the conference will have something exciting to offer data scientists and statisticians working in industry. Keyword searches yield 79 presentations for Big Data, 29 on Machine Learning, 17 on Data Science, 17 on Data Mining and 19 related to R. There is more than enough here to fill a data scientist’s dance card. Three must-see presentations under the Big Data keyword are: Michael Franklin's presentation on Analyzing Data at Scale with the Berkeley Data Analytics Stack; Hui Jiang et al. on Implementation of Statistical Algorithms in Big Data Platforms and Tim Hesterberg's talk on Simulation-Based Methods in Statistics Education, and Google Tools. Under the Data Science label, Bill Ruh’s invited talk Industrial Internet, an Opportunity for Statisticians to Become Data Scientists looks most inviting. There are also quite a few Data Science talks that indicated some soul searching within the academic community as to how the statistics curriculum ought to be changed. See, for example, Michael Rappa’s talk on Data Scientists: How Do We Prepare for the Future? and Johanna Hardin’s talk: Data Science and Statistics: How Should They Fit into Our Curriculum? Here is the list of R related presentations: Saturday, August 2 8:00 AM - 12:00 PM: Adaptive Tests of Significance Using R and SAS — Professional Development Continuing Education Course ASA Instructor: Tom O'Gorman Sunday, August 3 8:30 AM - 5:00 PM: Adaptive Methods in Modern Clinical Trials — Professional Development Continuing Education Course ASA , Biometrics Section Instructors: Frank Bretz, Byron Jones, and Guosheng Yin 4:20 PM: Glassbox: An R Package for Visualizing Algorithmic Models: Max Ghenis and Ben Ogorek and Estevan Flores 4:45 PM: Bayesian Enrollment and Event Predictions in Clinical Trials Leveraging Literature Data: Aijun Gao and Fanni Natanegara and Govinda Weerakkody Monday, August 4 8:55 AM: Thinking with Data in the Second Course: Nicholas J. Horton and Ben S. Baumer and Hadley Wickham 8:30 AM to 10:20 AM: Do You See What I See? Formal Usability Testing and Statistical Graphics: Marie C. Vendettuoli and Matthew Williams and Susan Ruth VanderPlas 8:35 AM: Preparing Students for Big Data Using R and Rstudio: Randall Pruim 8:35 AM: Does R Provide What Customer Need?: Vipin Arora 8:55 AM: Doing Reporducible Research Unconscously: Higher Standard, but Less Work: Yihui Xie 12:30 PM: to 1:50 PM: Analyzing Umpire Performance Using PITCHf/x: Andrew Swift 3:30 PM: The Perfect Bracket: Machine Learning in NCAA Basketball: Sara Stoudt and Loren Santana and Ben S. Baumer Tuesday, August 5 10:35 AM: Tools for Teaching R and Statistics Using Games Brad Luen and Michael Higgins 2:00 PM: Multiple Treatment Groups: A Case Study with Health Care Practice and Policy Implications Alexandra Hanlon and Karen Hirschman and Beth Ann Griffin and Mary Naylor 2:05 PM: glmmplus: An R Package for Messy Longitudinal Data Ben Ogorek and Caitlin Hogan 3:30 PM: Give Me an Old Computer, a Blank DVD, and an Internet Connection and I'll Give You World-Class Analytics Ty Henkaline Wednesday, August 6 9:35 AM: Testing Packages for the R Language: Stephen Kaluzny and Lou Bajuk-Yorgan 9:50 AM: Using R Analytics on Streaming Data: Lou Bajuk-Yorgan and Stephen Kaluzny 10:35 Shiny: Easy Web Applications in R:Joseph Cheng 10:30 AM to 12:20 PM: Classroom Demonstrations of Big Data: Eric A. Suess 11:00 AM: ggvis: Moving Toward a Grammar of Interactive Graphics: Hadley Wickham 3:05 PM: Accessing Data from the Census Bureau API: Alex Shum and Heike Hofmann Thursday, August 7 9:20 AM: Predicting Dangerous E. Coli Levels at Erie, Pennsylvania, Beaches with Random Forests in R: Michael Rutter 9:25 AM: Beyond the Black Box: Flexible Programming of Hierarchical Modeling Algorithms for BUGS-Compatible Models Using NIMBLE: Perry de de Valpine and Daniel Turek and Christopher J. Paciorek and Rastislav Bodik and Duncan Temple Lang If you are going to JSM please come by booth #303 to say hello. You may also find the mobile apps (Apple or Android) that Revolution Analytics is sponsoring useful, and don't forget to fill out the survey for a chance to win an Apple TV. Finally, I will be the program chair for Session 401, Monte Carlo Methods to be held Tuesday, 8/5/2014, from 2:00 PM to 3:50 PM in room CC-101. If you are interested in simulation be sure to drop in. I have seen the presentations and think they are well worth attending. 

Read the original blog entry...

More Stories By David Smith

David Smith is Vice President of Marketing and Community at Revolution Analytics. He has a long history with the R and statistics communities. After graduating with a degree in Statistics from the University of Adelaide, South Australia, he spent four years researching statistical methodology at Lancaster University in the United Kingdom, where he also developed a number of packages for the S-PLUS statistical modeling environment. He continued his association with S-PLUS at Insightful (now TIBCO Spotfire) overseeing the product management of S-PLUS and other statistical and data mining products.<

David smith is the co-author (with Bill Venables) of the popular tutorial manual, An Introduction to R, and one of the originating developers of the ESS: Emacs Speaks Statistics project. Today, he leads marketing for REvolution R, supports R communities worldwide, and is responsible for the Revolutions blog. Prior to joining Revolution Analytics, he served as vice president of product management at Zynchros, Inc. Follow him on twitter at @RevoDavid

@BigDataExpo Stories
One of the biggest impacts of the Internet of Things is and will continue to be on data; specifically data volume, management and usage. Companies are scrambling to adapt to this new and unpredictable data reality with legacy infrastructure that cannot handle the speed and volume of data. In his session at @ThingsExpo, Don DeLoach, CEO and president of Infobright, will discuss how companies need to rethink their data infrastructure to participate in the IoT, including: Data storage: Understand...
The Workspace-as-a-Service (WaaS) market will grow to $6.4B by 2018. In his session at 16th Cloud Expo, Seth Bostock, CEO of IndependenceIT, will begin by walking the audience through the evolution of Workspace as-a-Service, where it is now vs. where it going. To look beyond the desktop we must understand exactly what WaaS is, who the users are, and where it is going in the future. IT departments, ISVs and service providers must look to workflow and automation capabilities to adapt to growing ...
Since 2008 and for the first time in history, more than half of humans live in urban areas, urging cities to become “smart.” Today, cities can leverage the wide availability of smartphones combined with new technologies such as Beacons or NFC to connect their urban furniture and environment to create citizen-first services that improve transportation, way-finding and information delivery. In her session at @ThingsExpo, Laetitia Gazel-Anthoine, CEO of Connecthings, will focus on successful use c...
Software Defined Storage provides many benefits for customers including agility, flexibility, faster adoption of new technology and cost effectiveness. However, for IT organizations it can be challenging and complex to build your Enterprise Grade Storage from software. In his session at Cloud Expo, Paul Turner, CMO at Cloudian, looked at the new Original Design Manufacturer (ODM) market and how it is changing the storage world. Now Software Defined Storage companies can build Enterprise grade ...
The Internet of Things (IoT) promises to evolve the way the world does business; however, understanding how to apply it to your company can be a mystery. Most people struggle with understanding the potential business uses or tend to get caught up in the technology, resulting in solutions that fail to meet even minimum business goals. In his session at @ThingsExpo, Jesse Shiah, CEO / President / Co-Founder of AgilePoint Inc., showed what is needed to leverage the IoT to transform your business. ...
Hadoop as a Service (as offered by handful of niche vendors now) is a cloud computing solution that makes medium and large-scale data processing accessible, easy, fast and inexpensive. In his session at Big Data Expo, Kumar Ramamurthy, Vice President and Chief Technologist, EIM & Big Data, at Virtusa, will discuss how this is achieved by eliminating the operational challenges of running Hadoop, so one can focus on business growth. The fragmented Hadoop distribution world and various PaaS soluti...
The true value of the Internet of Things (IoT) lies not just in the data, but through the services that protect the data, perform the analysis and present findings in a usable way. With many IoT elements rooted in traditional IT components, Big Data and IoT isn’t just a play for enterprise. In fact, the IoT presents SMBs with the prospect of launching entirely new activities and exploring innovative areas. CompTIA research identifies several areas where IoT is expected to have the greatest impac...
In his session at DevOps Summit, Tapabrata Pal, Director of Enterprise Architecture at Capital One, will tell a story about how Capital One has embraced Agile and DevOps Security practices across the Enterprise – driven by Enterprise Architecture; bringing in Development, Operations and Information Security organizations together. Capital Ones DevOpsSec practice is based upon three "pillars" – Shift-Left, Automate Everything, Dashboard Everything. Within about three years, from 100% waterfall, C...
Disruptive macro trends in technology are impacting and dramatically changing the "art of the possible" relative to supply chain management practices through the innovative use of IoT, cloud, machine learning and Big Data to enable connected ecosystems of engagement. Enterprise informatics can now move beyond point solutions that merely monitor the past and implement integrated enterprise fabrics that enable end-to-end supply chain visibility to improve customer service delivery and optimize sup...
Dale Kim is the Director of Industry Solutions at MapR. His background includes a variety of technical and management roles at information technology companies. While his experience includes work with relational databases, much of his career pertains to non-relational data in the areas of search, content management, and NoSQL, and includes senior roles in technical marketing, sales engineering, and support engineering. Dale holds an MBA from Santa Clara University, and a BA in Computer Science f...
Even as cloud and managed services grow increasingly central to business strategy and performance, challenges remain. The biggest sticking point for companies seeking to capitalize on the cloud is data security. Keeping data safe is an issue in any computing environment, and it has been a focus since the earliest days of the cloud revolution. Understandably so: a lot can go wrong when you allow valuable information to live outside the firewall. Recent revelations about government snooping, along...
FedRAMP is mandatory for government cloud deployments and businesses need to comply in order to provide services for federal engagements. In his session at 16th Cloud Expo, Abel Sussman, Director for Coalfire Public Sector practice, will review the Federal Risk and Authorization Management Program (FedRAMP) process and provide advice on overcoming common compliance obstacles.
The cloud is now a fact of life but generating recurring revenues that are driven by solutions and services on a consumption model have been hard to implement, until now. In their session at 16th Cloud Expo, Ermanno Bonifazi, CEO & Founder of Solgenia, and Ian Khan, Global Strategic Positioning & Brand Manager at Solgenia, will discuss how a top European telco has leveraged the innovative recurring revenue generating capability of the consumption cloud to enable a unique cloud monetization mod...
As organizations shift toward IT-as-a-service models, the need for managing and protecting data residing across physical, virtual, and now cloud environments grows with it. CommVault can ensure protection &E-Discovery of your data – whether in a private cloud, a Service Provider delivered public cloud, or a hybrid cloud environment – across the heterogeneous enterprise. In his session at 16th Cloud Expo, Randy De Meno, Chief Technologist - Windows Products and Microsoft Partnerships, will disc...
Are your applications getting in the way of your business strategy? It’s time to rethink your IT approach. In his session at 16th Cloud Expo, Madhukar Kumar, Vice President, Product Management at Liaison Technologies, will discuss a new data-centric approach to IT that allows your data, not applications, to inform business strategy. By moving away from an application-centric IT model where data integration and analysis are subservient to the constraints of applications, your organization will b...
Analytics is the foundation of smart data and now, with the ability to run Hadoop directly on smart storage systems like Cloudian HyperStore, enterprises will gain huge business advantages in terms of scalability, efficiency and cost savings as they move closer to realizing the potential of the Internet of Things. In his session at 16th Cloud Expo, Paul Turner, technology evangelist and CMO at Cloudian, Inc., will discuss the revolutionary notion that the storage world is transitioning from me...
The Software Defined Data Center (SDDC), which enables organizations to seamlessly run in a hybrid cloud model (public + private cloud), is here to stay. IDC estimates that the software-defined networking market will be valued at $3.7 billion by 2016. Security is a key component and benefit of the SDDC, and offers an opportunity to build security 'from the ground up' and weave it into the environment from day one. In his session at 16th Cloud Expo, Reuven Harrison, CTO and Co-Founder of Tufin,...
Every innovation or invention was originally a daydream. You like to imagine a “what-if” scenario. And with all the attention being paid to the so-called Internet of Things (IoT) you don’t have to stretch the imagination too much to see how this may impact commercial and homeowners insurance. We’re beyond the point of accepting this as a leap of faith. The groundwork is laid. Now it’s just a matter of time. We can thank the inventors of smart thermostats for developing a practical business a...
Cloud data governance was previously an avoided function when cloud deployments were relatively small. With the rapid adoption in public cloud – both rogue and sanctioned, it’s not uncommon to find regulated data dumped into public cloud and unprotected. This is why enterprises and cloud providers alike need to embrace a cloud data governance function and map policies, processes and technology controls accordingly. In her session at 15th Cloud Expo, Evelyn de Souza, Data Privacy and Compliance...
Roberto Medrano, Executive Vice President at SOA Software, had reached 30,000 page views on his home page - http://RobertoMedrano.SYS-CON.com/ - on the SYS-CON family of online magazines, which includes Cloud Computing Journal, Internet of Things Journal, Big Data Journal, and SOA World Magazine. He is a recognized executive in the information technology fields of SOA, internet security, governance, and compliance. He has extensive experience with both start-ups and large companies, having been ...