Most of the decisions that we take or activities that we do, on a daily basis are not a result of deliberate thought. These are the result of habits that we have built over time. We realize some of these decisions/activities as habits but often carry out many activities in auto-pilot mode. This is good as it frees our mind to do other things. The flip side is that we do not seem to be in control of the actions and hence feel powerless.

The paper titled, “Making Covariance-Bassd Portfolio Risk Models Sensitive to the Rate at which Markets Reflect New Information”, makes a case against using any GARCH type of volatility estimate for portfolio risk estimation. Instead it suggests a simple way to incorporate changes in the level of implied volatility of the options in to the computation of risk of a portfolio comprising underlying securities. The following is a brief summary of the paper :

Neo4j’s founder Emil Eifrem shares a bit of history about the way Neo4j was started. Way back in 1999, his team realized that the database that was being internally used had a lot of connections between discrete data elements. Like many successful companies which grow out of a founder’s frustration with status quo, Neo4j began its life from the founding team’s frustration with the fundamental problem with the design of relational databases.

Cypher is a query language for Neo4j graph database. The basic model in Neo4j can be described as Each node can have a number of relationships with other nodes Each relationship goes from one node either to another node or to the same node Both nodes and relationships can have properties, and each property has a name and a value Cypher was first introduced in Nov 2013 and since then the popularity of graph databases as a category has taken off.

Git and Github have revolutionized the way one creates, maintains and shares software code. It is said to be the Linus Torvald's second gift to the world, first obviously being the Linux operating system. Nowadays it is common for job seekers to showcase their work in the form of several github repositories so that various employers can evaluate the job seeker in a much better way. Open source projects are thriving because of easy to use git based social coding platforms.