What’s Control theory? This story focuses largely on emphasizing the importance of control theory and its application on complex systems through dimensionality reduction, machine learning, and dynamical systems modeling[1]. First, I will cover a primer about control theory and its connectedness to the so-called ‘Data science.’ The very purpose of an effective control…

I will keep this story short and crisp so that even a novice reader gets an idea of what goes behind a self-driving car. So let’s dive straight into it. What’s a PID and why we need it? It’s a control algorithm that lets your system follow the desired command—…

Do you have too many variables for your machine learning problem, and confused about how to get the best from those variables? The principal Component analysis is probably the one you must consider. The basic intuition behind PCA is that you will use mathematics to extract important variables from a…

Passive-Aggressive algorithms are a family of Machine learning algorithms that are popularly used in big data applications. Passive-Aggressive algorithms are generally used for large-scale learning. It is one of the online-learning algorithms. …