Gamification, Education, and BigData

This is a nice infographic about gamification in education. I am curious to watch how gamification plays a role in the online education scene at places like Udacity and Coursera. I think gamification is going to lead to many new and interesting problems in bigdata.

Gamification of Education

Created by Knewton and Column Five Media

Two Relevant Coursera Courses Starting Today

  • Web Intelligence and Big Data – Artificial Intelligence, NoSQL, map-reduce!! Oh My! I think this course will have some really good information.
  • Gamification – From the first glance, this course may not directly relate to data science. However, gamification can lead to better user engagement which can lead to tons more data for prediction. I am interested in this course for exploring the connection between gamification and data science.

Happy Studying!

Free Social Network Analysis Textbook

David Easley and Jon Kleinberg, both of Cornell University, have placed the contents of their social networking textbook online. All 24 chapters of Networks, Crowds, and Markets: Reasoning About A Highly Connected World are available for download. This could serve as a wonderful learning resource or an excellent reference tool. The material covered is quite extensive, and it provides many real applications of social network analysis. Not all the examples are online social networks.

UC Berkeley Big Data Bootcamp

The University of California at Berkeley is hosting AMP Camp, the Big Data Bootcamp, starting today. The conference is sold out for in-person attendace, but registration is free and live streaming is available. The agenda looks good (including machine learning, parallel programming, Mesos, and hands-on exercises), so this might be a good opportunity for some learning.

Thanks to Mark Nickel for the link.

Scalable Machine Learning Course

During the Spring 2012, Alex Smola taught a course at Berkeley on Scalable Machine Learning. Alex is an Adjunct Professor at the University of California at Berkeley and a Visiting Scientist at Google.

Alex was kind enough to put all the course materials on the internet. That includes papers, slides, links, and video lectures. Like the title suggests, the course appears to focus on large-scale machine learning. Below is one of the lectures from the Statistics portion of the course.

Strata Data in Motion Conference

A while back, Strata hosted a web conference titled Data in Motion. The slides and audio are now available online. The conference is focused on unique applications of data used for movement. Examples are: trains, aerospace, and even car racing. The first talk on formula one car racing was fascinating. I had never thought about the amount of data analysis that goes into racing.