Machine Learning has become one of the most talked-about topics in the industry today. From Netflix recommendations to Google search results, machine learning is everywhere. When I first started learning machine learning, I assumed it was all about complex math and confusing algorithms. But once I understood the workflow, everything started to make sense. Machine learning is not magic. It is a step-by-step process, very similar to how humans learn from experiences. Let's bre

I always thought Machine learning is a complex term, something very difficult to understand for a basic programmer like me. Because of that belief, I assumed machine learning was not my genre at all. Today, I regret thinking that way. Once I started learning it, I realized that the concepts were not that scary at all, as I imagined. In fact, I was able to understand them and even relate them to real-world scenarios. I can now deeply connect the dots. For the first time, I fee

Image source In this blog, you will understand why the Vanishing and Exploding Gradient problem happens. What are Vanishing and Exploding...

Image source In the process of building a Predictive Machine Learning model, we always come across some types of error, either with...

Image source A Confusion matrix is an N x N matrix used for evaluating the performance of a classification model, where N is the number...

There are many blog postings out there about linear regression that give a better understanding of some concepts. There are also some...