This article was written by Rohith Gandhi. Introduction Computer vision is an interdisciplinary field that has been gaining huge amounts of traction in the recent years(...
Face recognition is a combination of two major operations: face detection followed by Face classification. In this tutorial, we will look into a specific use case of obje...
The basic idea behind regression analysis is to take a set of data and use that data to make predictions. A useful first step is to make a scatter plot to see the rough...
What is Machine Learning? This story started in mid 60 in the last century. Scientists and engineers found a lot of problems that were too complicated for traditional alg...
I have mentioned that every Machine Learning process is built from several steps like: what would you like to achieve (define the goal) prepare the data select an algorit...
Deploying Natural Language Processing for Product Reviews Introduction We have data all around us and there are of two forms of data namely; tabular and text. If you have...
When I first heard about machine learning (ML), I thought only big companies applied it to explore big data. On searching the internet for the meaning of ML, I discovered...
Building accurate models takes a great deal of time, resources, and technical ability. The biggest challenge? You almost never know what model or feature combination will...
In my previous posts, I compared model evaluation techniques using Statistical Tools & Tests and commonly used Classification and Clustering evaluation techniques In ...
Knowing when and how to choose the right statistical hypothesis test is no mean feat. It can takes years of learning and practice before you get comfortable with it. Fort...