Google car

Almost ten years ago, my prediction was, in next ten years neuro dynamic programming language will receive more adoption and become a common computer programming language. Variance in my prediction and actual result is significant. Recent announcement of unmanned car from google is very encouraging that my predication will become a reality one day.

In simple words, in machine learning field, there are two types of learning. Supervised learning and un-supervised learning. Unsupervised learning is a type of learning which  makes a  system to learn in dynamically changing  environment.  Neuro dynamic programming language concept is based on unsupervised learning type.  Whereas, supervised learning are widely used in voice recognition (in your voice phone directory at office), face recognition and etc. Techniques like neural network, Bayesian learning are used in supervised learning.

Q-Learning, Dynamical programming are some of the techniques available in unsupervised learning. It is a method used by humans  to learn and the framework is very simple. In a dynamic environment, the sequence of events are random and an action for the random events is taken. A feedback (reward) for the action is received and based on the immediate and long time reward of the action taken for the random event, a weight is assigned to the action. Based on the exploration and exploitation strategy of the system, weight assigned to the action in the past for the random event, the action is repeated if the same or similar random event happens.

In the current computation paradigm, programming logic is deterministic. In the future, deterministic logic is not sufficient in computation.  A car that uses set of techniques to drive itself will be used to learn about that specific car. At any given time, for a given VIN, all the necessary details about the car will be available. It applies to all entities including humans.

My blog review in 2010

There are quite a few interesting blog post I really wanted to post in 2010 but I could not make time for it due to other priorities at work, school and home.  I’m committed to complete the following blog  before 1st qtr 2011. Here are few topics that are partially completed but soon will be posted.

  • Releastic approach to embrace, adopt and implement  cloud computing in banking and finance industry
  • Innovation strategy
  • Mobile Platform strategy
  • Reference architecture for mobile platform rapid application development.

Here is a short summary on how my  blog performanced  in 2010. The following report is automatically created by wordpress.

The stats helper monkeys at WordPress.com mulled over how this blog did in 2010, and here’s a high level summary of its overall blog health:

Healthy blog!

The Blog-Health-o-Meter™ reads This blog is on fire!.

Crunchy numbers

Featured image

About 3 million people visit the Taj Mahal every year. This blog was viewed about 25,000 times in 2010. If it were the Taj Mahal, it would take about 3 days for that many people to see it.

In 2010, there were 20 new posts, growing the total archive of this blog to 123 posts. There were 22 pictures uploaded, taking up a total of 3mb. That’s about 2 pictures per month.

The busiest day of the year was January 14th with 173 views. The most popular post that day was Different types of architects.

Where did they come from?

The top referring sites in 2010 were linkedin.com, chiefarchitect.squarespace.com, google.com, youtube.com, and google.co.in.

Some visitors came searching, mostly for types of architects, how to become an enterprise architect, enterprise architecture as strategy, it strategy framework, and different types of architects.

Attractions in 2010

These are the posts and pages that got the most views in 2010.

1

Different types of architects August 2008
8 comments

2

How to become an enterprise architect ? August 2008
8 comments

3

IT Strategy – General framework June 2008

4

Software System Architecture definition process August 2008
2 comments

5

About me June 2008
9 comments

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