---
title: "Shakib Khan (@shakibkhan) | Hashnode"
description: "AI Enthusiatic. Read the latest articles by Shakib Khan on Hashnode."
url: "https://hashnode.com/@shakibkhan"
---

@shakibkhan

# Shakib Khan

@shakibkhan · Joined March 2021

AI Enthusiatic

### [Profound of Cross-Entropy](https://sakibkhan.hashnode.dev/profound-of-cross-entropy?utm_source=hashnode&utm_medium=feed)

Today I'm going to discuss cross-entropy and Binary cross-entropy. Before that, we need to understand the basics of the Sigmoid and Softmax function. Let's dive in. Sigmoid Function It squashes a vector in the range (0, 1). It is applied independent...

Apr 5, 2021 · 5 min read [sakibkhan.hashnode.dev](https://sakibkhan.hashnode.dev/profound-of-cross-entropy?utm_source=hashnode&utm_medium=feed)

### [Deep Dive into Entropy, Cross-Entropy, KL-divergence](https://sakibkhan.hashnode.dev/deep-dive-into-entropy-cross-entropy-kl-divergence?utm_source=hashnode&utm_medium=feed)

In the machine learning field, we heard the term cross-entropy a lot, but what the heck is this, and what this function does. So today we're going to discuss what is entropy, cross-entropy, KL-divergence? Entropy from Physics Perspective The idea o...

Mar 22, 2021 · 5 min read [sakibkhan.hashnode.dev](https://sakibkhan.hashnode.dev/deep-dive-into-entropy-cross-entropy-kl-divergence?utm_source=hashnode&utm_medium=feed)