|By Bob Gourley||
|April 6, 2014 11:09 PM EDT||
By Bob Gourley
I believe every enterprise CTO develops a knack for asking hard questions about software, including its functionality, how to install/configure/maintain it and how well it will work with other enterprise capabilities. Enterprise CTOs are also quick to seek information on how well software works with identity management/policy management systems and how well it scales. In most cases, these many things can theoretically be understood without being a user of the software, every enterprise techie I know at least likes to see a demo of a capability before making a decision. And in many cases a much deeper dive is required.
When it comes to analytical tools, I have seen so many demos I can’t remember them all. And in some cases I have spent time and energy to download software, install it on my local systems or on cloud based servers, and configure tools till I’m confident that I really understand what is going on. I know I’m not alone in doing this, most enterprise techies I know go through similar processes to stay current.
I have just started another effort meant to help me stay current. I signed up for a short Coursera course on the Data Scientist’s Toolbox. The course is held online and is done in a way where students work to identify and classify data science problems and then use a wide variety of data science tools to address the challenge. Here is more from the course description:
In this course you will get an introduction to the main tools and ideas in the data scientist’s toolbox. The course gives an overview of the data, questions, and tools that data analysts and data scientists work with. There are two components to this course. The first is a conceptual introduction to the ideas behind turning data into actionable knowledge. The second is a practical introduction to the tools that will be used in the program like version control, markdown, git, GitHub, R, and RStudio.Upon completion of this course you will be able to identify and classify data science problems. You will also have created your Github account, created your first repository, and pushed your first markdown file to your account.
The instructor for this class is Jeff Leek, assistant professor of Biostatistics at Johns Hopkins University. He is the co-editor of the Simply Statistics blog, which can also be found at Twitter at @SimplyStats.
I will be blogging about this coursework at our Analyst One site. I would love to see you in the class too. Please check it out and join us if you can. Find out more at: “The Data Scientist’s Toolbox.”
- The Data Scientist’s Toolbox: A statistics and data analysis course you can take online (analystone.com)
- Coursera Specializations: Data Science, Systems Biology, Python Programming (r-bloggers.com)
- Complete list of Coursera courses using R ranked by “popularity” (r-bloggers.com)
- Complete list of Coursera courses using R ranked by “popularity” (datamind.org)
- Computer Science MOOCs March Forward (i-programmer.info)
- Official Coursera app available for Android devices (phonearena.com)
- The Johns Hopkins Data Science Specialization on Coursera (simplystatistics.org)
Palerra, the cloud security automation company, announced enhanced support for Amazon AWS, allowing IT security and DevOps teams to automate activity and configuration monitoring, anomaly detection, and orchestrated remediation, thereby meeting compliance mandates within complex infrastructure deployments. "Monitoring and threat detection for AWS is a non-trivial task. While Amazon's flexible environment facilitates successful DevOps implementations, it adds another layer, which can become a ...
Jul. 31, 2015 10:15 PM EDT Reads: 303
With SaaS use rampant across organizations, how can IT departments track company data and maintain security? More and more departments are commissioning their own solutions and bypassing IT. A cloud environment is amorphous and powerful, allowing you to set up solutions for all of your user needs: document sharing and collaboration, mobile access, e-mail, even industry-specific applications. In his session at 16th Cloud Expo, Shawn Mills, President and a founder of Green House Data, discussed h...
Jul. 31, 2015 04:30 PM EDT Reads: 424
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,...
Jul. 31, 2015 03:00 PM EDT Reads: 493
SYS-CON Events announced today that MobiDev, a software development company, will exhibit at the 17th International Cloud Expo®, which will take place November 3–5, 2015, at the Santa Clara Convention Center in Santa Clara, CA. MobiDev is a software development company with representative offices in Atlanta (US), Sheffield (UK) and Würzburg (Germany); and development centers in Ukraine. Since 2009 it has grown from a small group of passionate engineers and business managers to a full-scale mobi...
Jul. 31, 2015 02:30 PM EDT Reads: 276
There are many considerations when moving applications from on-premise to cloud. It is critical to understand the benefits and also challenges of this migration. A successful migration will result in lower Total Cost of Ownership, yet offer the same or higher level of robustness. In his session at 15th Cloud Expo, Michael Meiner, an Engineering Director at Oracle, Corporation, analyzed a range of cloud offerings (IaaS, PaaS, SaaS) and discussed the benefits/challenges of migrating to each offe...
Jul. 31, 2015 02:30 PM EDT
Chuck Piluso presented a study of cloud adoption trends and the power and flexibility of IBM Power and Pureflex cloud solutions. Prior to Secure Infrastructure and Services, Mr. Piluso founded North American Telecommunication Corporation, a facilities-based Competitive Local Exchange Carrier licensed by the Public Service Commission in 10 states, serving as the company's chairman and president from 1997 to 2000. Between 1990 and 1997, Mr. Piluso served as chairman & founder of International Te...
Jul. 31, 2015 02:00 PM EDT Reads: 366
Mobile, social, Big Data, and cloud have fundamentally changed the way we live. “Anytime, anywhere” access to data and information is no longer a luxury; it’s a requirement, in both our personal and professional lives. For IT organizations, this means pressure has never been greater to deliver meaningful services to the business and customers.
Jul. 31, 2015 01:45 PM EDT Reads: 102
In their session at 17th Cloud Expo, Hal Schwartz, CEO of Secure Infrastructure & Services (SIAS), and Chuck Paolillo, CTO of Secure Infrastructure & Services (SIAS), provide a study of cloud adoption trends and the power and flexibility of IBM Power and Pureflex cloud solutions. In his role as CEO of Secure Infrastructure & Services (SIAS), Hal Schwartz provides leadership and direction for the company.
Jul. 31, 2015 11:45 AM EDT Reads: 132
In a recent research, analyst firm IDC found that the average cost of a critical application failure is $500,000 to $1 million per hour and the average total cost of unplanned application downtime is $1.25 billion to $2.5 billion per year for Fortune 1000 companies. In addition to the findings on the cost of the downtime, the research also highlighted best practices for development, testing, application support, infrastructure, and operations teams.
Jul. 31, 2015 11:45 AM EDT Reads: 123
Puppet Labs has announced the next major update to its flagship product: Puppet Enterprise 2015.2. This release includes new features providing DevOps teams with clarity, simplicity and additional management capabilities, including an all-new user interface, an interactive graph for visualizing infrastructure code, a new unified agent and broader infrastructure support.
Jul. 31, 2015 10:00 AM EDT Reads: 146
For IoT to grow as quickly as analyst firms’ project, a lot is going to fall on developers to quickly bring applications to market. But the lack of a standard development platform threatens to slow growth and make application development more time consuming and costly, much like we’ve seen in the mobile space. In his session at @ThingsExpo, Mike Weiner, Product Manager of the Omega DevCloud with KORE Telematics Inc., discussed the evolving requirements for developers as IoT matures and conducte...
Jul. 31, 2015 08:45 AM EDT Reads: 304
Container technology is sending shock waves through the world of cloud computing. Heralded as the 'next big thing,' containers provide software owners a consistent way to package their software and dependencies while infrastructure operators benefit from a standard way to deploy and run them. Containers present new challenges for tracking usage due to their dynamic nature. They can also be deployed to bare metal, virtual machines and various cloud platforms. How do software owners track the usag...
Jul. 31, 2015 08:00 AM EDT Reads: 163
Explosive growth in connected devices. Enormous amounts of data for collection and analysis. Critical use of data for split-second decision making and actionable information. All three are factors in making the Internet of Things a reality. Yet, any one factor would have an IT organization pondering its infrastructure strategy. How should your organization enhance its IT framework to enable an Internet of Things implementation? In his session at @ThingsExpo, James Kirkland, Red Hat's Chief Arch...
Jul. 30, 2015 07:30 PM EDT Reads: 1,402
Providing the needed data for application development and testing is a huge headache for most organizations. The problems are often the same across companies - speed, quality, cost, and control. Provisioning data can take days or weeks, every time a refresh is required. Using dummy data leads to quality problems. Creating physical copies of large data sets and sending them to distributed teams of developers eats up expensive storage and bandwidth resources. And, all of these copies proliferating...
Jul. 30, 2015 06:30 PM EDT Reads: 894
Malicious agents are moving faster than the speed of business. Even more worrisome, most companies are relying on legacy approaches to security that are no longer capable of meeting current threats. In the modern cloud, threat diversity is rapidly expanding, necessitating more sophisticated security protocols than those used in the past or in desktop environments. Yet companies are falling for cloud security myths that were truths at one time but have evolved out of existence.
Jul. 30, 2015 06:00 PM EDT Reads: 1,807