2-class Image Recognition Task using Backpropagation, Regularized Neural Networks, Logistic Regression and Naive Bayes-Code, Results and Analysis for given Implementation

This article is for education and learning purpose. The aim is to understand how to start experimentation in the area of Neural Networks, how to compare results, what all features to consider while doign experiments. It is a handy tool for those doing self learning in the area of Machine Learning. And a good startContinue reading “2-class Image Recognition Task using Backpropagation, Regularized Neural Networks, Logistic Regression and Naive Bayes-Code, Results and Analysis for given Implementation”

AI based sensors for Forest Fires detection and AI based systems for Stopping the Spread

These days people are talking of colonization of Mars and Moon. Wait! Hold On! Earth needs lot of innovations in AI ! Don’t just jump in to make solutions for Mars and Moon where you don’t even know the oxygen needed by human would be available in enough quantities. There is lack of oxygen inContinue reading “AI based sensors for Forest Fires detection and AI based systems for Stopping the Spread”

Are basic Electric Car- NOT Enough or Enough? #Climate change

Let us first understand why is the need of Electric cars? Why we have to get to new kind of fuel in cars ? Well, let me tell you — this is Climate Change Concerns. So, for that we need to reduce the carbon in air, most of it is emitted out of cars that burnContinue reading “Are basic Electric Car- NOT Enough or Enough? #Climate change”

Choosing the Right New Source of Energy with Help of AI and Computer Simulations: Stop and Think Before Implementing

Yes, we are in a race against time to protect the environment.  There is growing imbalance in primarily the following three broad categories: In air On Earth’s surface Below Earth’s Surface So dear stakeholders, its good to find a new source of energy that can replace fossil fuels. It gives the excitement and the requiredContinue reading “Choosing the Right New Source of Energy with Help of AI and Computer Simulations: Stop and Think Before Implementing”

AI Simulation Fields for making AI enabled Self-Driving Cars — Learn with Deep Learning. Vision for Future.

  This article aims to present a design for training AI based self-driving cars. Look this should had been filed as a Design Patent technically, but I don’t have enough funding. So in case you want to enhance it, please do give this article in your reference section. I have explained it all in formContinue reading “AI Simulation Fields for making AI enabled Self-Driving Cars — Learn with Deep Learning. Vision for Future.”

Is AI a threat as some feel ! It is a boon!

It was an odd article I read today, that AI shall hack human brains. Well what will hack human brains is the devises to measure the MRI signals and brain activity and these DONOT USE AI. THESE ARE MECHANICAL DEVISES NOT AI DEVISES. One must understand AI first, then human brains and then humans. UnderstandContinue reading “Is AI a threat as some feel ! It is a boon!”

Textual Data Represented using Group Theory and NLP Problem Solving – An Abstract Mathematical Model

                       Abstract-This article lays emphasis on how Abstract Algebra topic of Group Theory can be applied to the problems of Natural Language Processing. Here the monoid is defined for certain NLP tasks and the proposed extension of the free semigroup to free Group is illustrated for its meaning in several NLP tasks.Continue reading “Textual Data Represented using Group Theory and NLP Problem Solving – An Abstract Mathematical Model”

Artificial Intelligence with oldest written scriptures-Especially Sanskrit, Lithuanian and combining the old historical scientific knowledge with latest state of art

Natural language processing (NLP) is needed in study of languages to know the historic pasts. Not just NLP I say Artificial Intelligence (AI) on whole is needed. The pasts are needed to understand how the world used to work in that time. Further, there are many great epics which are written in the languages whichContinue reading “Artificial Intelligence with oldest written scriptures-Especially Sanskrit, Lithuanian and combining the old historical scientific knowledge with latest state of art”

Humanoid robot. There are some questions.

A recent news I read about humanoid robots. Here are some questions that occurs in general people’s mind about humanoid robots. At least I am thinking of these questions when some one says we will have a human looking robot near to do things like grocery shopping. a. menial jobs—— yes we need help inContinue reading “Humanoid robot. There are some questions.”

AI based Application for Individuals Climate Sensitivity Index Computation 

   Abstract- This Artificial Intelligence based application in a way measures the climatic weight a person is carrying. The application can be used occasionally and can help in making individuals more sensitive to using right things and hence creating a demand of the climate safe products.  Once the basic steps have been performed the applicationContinue reading “AI based Application for Individuals Climate Sensitivity Index Computation “