We have witnessed the rise of Key & Value pair, since the emergence of Big Data. We certainly can explore the relationship of such two variables in terms of X & Y, to be worked with in terms of using Data Science. The use of Regression also on basic terms gives an a depiction of two variables X & Y to work with. These variables are:

Independent Variables & Dependent Variables

Let us take behavior of users of a…

This article outlines the differences between Agile and Traditional Project Management. APM vs TPM, where APM stands for Agile Project Management and TPM stands for Traditional Project Management. APM focuses on customer interaction and satisfaction, where as TPM focuses on artifacts and Plans and adherence to the Plan. APM responds to and change by using adaptive actions, where as TPM adheres to Change Management and tight control by using corrective actions. 

APM deals with…

Since the inception of human being information in any shape is utilized by us.For quite a while organizations have been using the data to make informed decisions. In a sense Analytics is just a buzz word that is taken as the application to this decision making process. let's suppose you're in the professional education profession, you might be an instructor with a Big Data solution provider, internally, or you might be an instructor to teach client organizations staff. You might be a Big…

As an individual user, we are no longer living the world of one computer, rather we are living with living and distributed smart devices. Let us first explore a Single-User/Single-Server Architecture that we used in those times, which we survived, without of much hassle either, we still use this architecture most of the time.

A Single user still use to approach a network via a web application with a local front cache, which then allows user to access requested material as per the…

As said by great man Zig, "If you can dream it, you can achieve it. You will get all you want in life if you help enough other people get what they want." -Zig Ziglar ...

The following is an example, how I think, behave and perform, I hope this information helps:

A Director position holder must be:

~~~ A strategic thinker who provides thought leadership to projects and products



--- I always believed in "Strategic Thinking", it is a powerful…

We are witnessing a paradigm shift in Data Environment. In recent years, Big Data has risen on the technology horizons and is under the aspect of efficient and cost effective management and analysis of vast amounts of data for both public and private organizations. There are several organizations, which are trying to harness this continuing data stream, and in 2014, several of these organizations will go about making this data available in real time .

Any organization, that want to…

Healthcare Information Management Systems need updates and changes as other industries. Agile Project Management that can be utilized to manage and implement these small or large healthcare informatics projects in small chunks of work. Agile projects deliver value to the hospital/clinic management in frequent small deliveries of product in terms of software updates, addition of new modules, and update of existing modules which can also be called features. We use the traditional Waterfall…

We establish understanding of things in terms of Data or it will be better to say in terms of Big Data, the utilization of things, matters, issues, inventions, surroundings, maps and much more throughout our everyday life cycle, all of which has a certain data type to get input, process and output for us. Sometime we understand these in almost no time as a human, where data is being originated, what are we targeting for and more, and there are times, when some thing might take longer…

Let us start with some jargons and distill these into some meaningful things to be understood by us the only intelligent autonomous system in other words humans.

SaaS – Applications focused on end-users, used internet as a medium, e-mail, salesforce etc.

PaaS – Set of tools focused on developers, such as Ruby on Rails, Python, Eclipse, REST, SOAP, Oracle.

IaaS – Complete software and hardware solutions, VMware, Amazon EC2, Rackspace Cloud, Google Compute…

In the era of Big Data, it is getting obvious for the healthcare market to expand its horizons to absorb technologies to achieve greater efficiencies by leveraging the Service Oriented Cloud tools and technologies, which will lower costs for hospitals and deliver higher quality patient care on simultaneous basis, There is a huge influx impulse of healthcare market drivers is generating Big Data every minute.

Once a patient is in some healthcare facility in any condition, we…

An important question in the contemporary world of social media and the business ventures using Cloud seems like hype. Organizations, academics are trying to introduce Big Data analytic curriculum to solve associated analysis problems, which seems not to be handled by the graduates and experts of Statistics, Mathematics, Biologists, Chemists and also Sociologists, we do not even discuss rest for the sake of readers’ time. 

Big Data as we have so far discovered by the research, print…

It seems there are many books available and there are many on the topics of Big Data, NoSQL and Cloud, however for non-technical managers/executives, these sound Buzz Words. The book on this topic is now available at the given link: http://lnkd.in/b2xiuqy. This is a book for the readers, who want to explore the knowledge about Big Data, NoSQL (Not only Structured Query Language) and Cloud, which is a paradigm shift that we are witnessing…

Big Data is big in nature, however Education data is not that big yet compared to Big Data. Quantitative analysis, Audio-Video recorded data of Education related research and general research work conducted by the academic institutions is steadily increasing. The data change is started within our education system as our students are taking exams, courses, conducting their research using computerized means. This means that the searching behaviors of students or whoever associated with…

STEM is an acronym for the fields of science, technology, engineering and math and it has a push within United States, however there is a big factor is not taken into consideration yet by the masses in the world of Education, and that is the best use of Big Data. This is a lacking factor, as we are still exploring Big Data and its utilization at a novice level by our selves. Education by itself is a huge and vast field to conduct the research, by have an exploration within the research…

I will not discourage you to put up application using linkedin job posts. However, I like to share my experience with linkedin jobs and other jobs sites utilization, that I did in the past. We all look for jobs and jobs are nothing but data, and these days, we can count these data as Big Data, as it seems every other organization is hiring, they need someone to serve. It seems linkedin jobs are always there and most of the time are recently posted by the employers. 

I am trying to…

There are two major perspectives of Data Science we can look at:

- Consumer/User Perspective

- Data Scientist’s Perspective

This article explores these two areas to ponder upon in little more depth.

- Consumer/User Perspective (User will not like “noise”)

A single user/consumer might need some analysis to either start some study or make some decisions. This single user might be a CIO/CTO or perhaps we can also say that this single user is a group of decision…