The most challenging part of Machine Learning is “optimization”. Gradient Descent is one of the most popular optimization algorithms used in Machine Learning. There are many powerful ML algorithms that use gradient descent such as linear regression, logistic regression, support vector machine (SVM) and neural networks. Many of us are…

Once I was asked this question on Quora. My answer got 17.7k Views and many upvotes. The person who asked the question needed some specific learning path & resources. When I was used to do competitive programming and learn algorithms, I followed some steps to learn algorithms. Those steps were…

Imagine a day when you come out in a hurry from your home, go to your office or market and you forget whether you’ve locked the door or not. You forget to switch off the lights of your room or to extinguish the oven. Now what will happen? Would you…