VS Code in itself is developer's delight. Add remote development to it with (or without) WSL, Docker and Dev Containers - and it is heaven! Well, for a coder at least.
See the Information Theory in a new light. Understand intuitively how the information of an event naturally relates to its probability and encoding
And, it's nice to know that understanding information theory helps in getting some of the aspects of machine learning as well.
After constructing the theoretical framework in the last chapter, we will now be dealing with some of the practical difficulties.
From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.
In this chapter, we will be sharpening our theoretical tools and sneak our way into the mathematics of neural networks.
From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.
In this chapter, we will be looking at the basics - the idea of prediction, using traditional regression and moving towards learning based methods.
From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.
Let's derive the probability equations that govern the predictions of the famous Monty Hall problem. Doing it for generalized number of total, closed and open doors gives us a better understanding and deeper satisfaction!
Let's dissect one of the (if not the) most beautiful equations in mathematics.
Why do we use standard deviation at most places when we have conceptually easier to understand mean absolute division? Let's try to figure it out.
Archimedes' principle is straightforward, but let's see if there are other more natural explanations.
A humble attempt at explaining the relativity of physics and the physics of relativity, with special treatment to vector analysis. Some knowledge of calculus is required.
