Education for the common people

Higher education in the West is no longer the exclusive club and proxy partner to student debt. This amazing article by NYTimes shows how- the following are shaking the football loving US education giants in their boots while bring balance back to the Force. Big Education for the common people because you need humans to code in the Big Data era.

https://www.coursera.org/ - The pioneer, has the advantages and disadvantages of being the market leader in an innovating. Sure 1.7 million users, but how many are attending how many lectures and how many newly skilled machine learning people are there after 2 courses have been completed by Andrew Ng, and does industry feel the same about the employ-ability of these course takers.

https://www.edx.org/ , and http://www.udacity.com/ – again  some course are common across these platforms so more public web analytics would be a welcome step.

But I really liked Stanford’s open source solution, so that anyone especially and including corporations and companies can start creating their own online courses. It is called class2go and is available at https://github.com/Stanford-Online/class2go

Class2Go

Class2Go is Stanford’s internal open-source platform for on-line education. A team of eight built the first version over the summer 2012, and it is still under active development. Class2Go launched this Fall for six on-campus classes and two “massive open online courses” (MOOC’s): Computer Networking and Solar Cells, Fuel Cells, and Batteries.

Class2Go was built to be an open platform for learning and research. Professors have access to the classes’ data to learn how their students learn.

Leveraging Others

Projects that help class2go.com

  • YouTube for video
  • Khan Academy for their HTML-based exercise framework
  • Piazza for forums
  • MySQL is our database
  • The massive Python Django ecosystem: eg. South, Registration
  • Amazon AWS suite for hosting (EC2, S3, RDS, Route53, IAM)
  • Chef from Opscode for configuration management
  • Github for source code management and issues

Good to see technology and the internet bringing back skills to people globally, so in the future they wont have to use a skill shortage excuse to import cyber technology H1b slaves  and coolies from Asia forced to choose between livelihood, family and undeniable economic arbitrage pressure. Maybe they can try and customize it for Africa, or for women or other  needy areas as well.

 

 

 

RevoDeployR and commercial BI using R and R based cloud computing using Open CPU

Revolution Analytics has of course had RevoDeployR, and in a  webinar strive to bring it back to center spotlight.

BI is a good lucrative market, and visualization is a strength in R, so it is matter of time before we have more R based BI solutions. I really liked the two slides below for explaining RevoDeployR better to newbies like me (and many others!)

Integrating R into 3rd party and Web applications using RevoDeployR

Please click here to download the PDF.

Here are some additional links that may be of interest to you:

 

( I still think someone should make a commercial version of Jeroen Oom’s web interfaces and Jeff Horner’s web infrastructure (see below) for making customized Business Intelligence (BI) /Data Visualization solutions , UCLA and Vanderbilt are not exactly Stanford when it comes to deploying great academic solutions in the startup-tech world). I kind of think Google or someone at Revolution  should atleast dekko OpenCPU as a credible cloud solution in R.

I still cant figure out whether Revolution Analytics has a cloud computing strategy and Google seems to be working mysteriously as usual in broadening access to the Google Compute Cloud to the rest of R Community.

Open CPU  provides a free and open platform for statistical computing in the cloud. It is meant as an open, social analysis environment where people can share and run R functions and objects. For more details, visit the websit: www.opencpu.org

and esp see

https://public.opencpu.org/userapps/opencpu/opencpu.demo/runcode/

Jeff Horner’s

http://rapache.net/

Jerooen Oom’s