General Discussions

Machine Learning to Machine Reasoning

Learning and Reasoning are two essential abilities associated with intelligence. As humans we see a scene, we hear a sentence and we just know what they mean. We can learn and we can take decisions based on reasoning. Bringing this capability to machine is a challenging task. The efforts have been in achieving the same… Continue reading Machine Learning to Machine Reasoning

General Discussions

Machine Learning – Know Hows

Though there has been significant amount of research and development in the field of machine learning, every new experiment needs something new off the shelf. Developing successful machine learning applications requires a substantial amount of ‘black art’ that is difficult to find in any of the textbooks. Machine learning has three major components: Representation –… Continue reading Machine Learning – Know Hows

General Discussions

Human Problem Solving

The Process Machine solving should not be like a magic making process. Along with result, it is equally important to know the process by which the results were obtained. The thinking process of the machine must be like the way we humans do. The way humans have patterns in their thoughts, it should be embedded… Continue reading Human Problem Solving

General Discussions

Equality and Inequality

We come across equality and inequality in our day today life in various means. However, one needs to understand the very basic interpretation of it. This post puts that out. When we solve equality we get a value answer. For example: If given is: x + 10 = 20 Then, x = 20 – 10 x… Continue reading Equality and Inequality

General Discussions

Potentially, The Web

The original dream of web was to link anything object on the web with ease and same way. It came with challenges of having common data formats, languages for the web and digital signatures to make it all happen. There was a major challenge of maintaining the equilibrium between people and information. Web has to… Continue reading Potentially, The Web

General Discussions

Data Science – Till Date

This post presents the key points (As I see it) from the article “50 Years of Data Science” written by David Donoho, Sept 18, 2015. Version 1.00. Research in data science is moving to a meta-level, where we can ask a question like: If we use such-and-such a method across all of science, how much… Continue reading Data Science – Till Date