--- title: "Hardik Yadav (@hrdkcodes) | Hashnode" description: "Exploring the world of Artificial Intelligence! Read the latest articles by Hardik Yadav on Hashnode." url: "https://hashnode.com/@hrdkcodes" --- @hrdkcodes # Hardik Yadav @hrdkcodes · India · Joined May 2021 Exploring the world of Artificial Intelligence! ### [LSTMs : Better version of RNNs](https://thedevblog.hashnode.dev/lstms-better-version-of-rnns?utm_source=hashnode&utm_medium=feed) Vanishing Gradient is a big problem in RNNs and to solve this, we use a special kind of RNN called the LSTM layer. What is a LSTM? Here's what it is. What are LSTMs? LSTMs were made to solve the vanishing gradient problem. To understand LSTMs better,... 2 min read · [thedevblog.hashnode.dev](https://thedevblog.hashnode.dev/lstms-better-version-of-rnns?utm_source=hashnode&utm_medium=feed) [May 31, 2021](https://hashnode.com/posts/lstms-better-version-of-rnns/60b4d45dc2106954cde4dcfc) ### [Demystifying Home Assistants](https://thedevblog.hashnode.dev/demystifying-home-assistants?utm_source=hashnode&utm_medium=feed) How do home assistants like siri or alexa understand what you speak? It's because they use a special type of neural network to function. The Recurrent Neural Network. Recurrent Neural network or RNNs for short are a special kind of neural networks be... 2 min read · [thedevblog.hashnode.dev](https://thedevblog.hashnode.dev/demystifying-home-assistants?utm_source=hashnode&utm_medium=feed) [May 30, 2021](https://hashnode.com/posts/demystifying-home-assistants/60b351d7fb51fd32a4dc24ce) ### [GANs - The Code Part](https://thedevblog.hashnode.dev/gans-the-code-part?utm_source=hashnode&utm_medium=feed) Here is the code you will ever need to create a Generative Adversarial Network for making an mnist clone. import tensorflow as tf !pip install -q git+https://github.com/tensorflow/docs import matplotlib.pyplot as plt import numpy as np import os from... 2 min read · [thedevblog.hashnode.dev](https://thedevblog.hashnode.dev/gans-the-code-part?utm_source=hashnode&utm_medium=feed) [May 29, 2021](https://hashnode.com/posts/gans-the-code-part/60b1d66ffb51fd32a4dbfc13) ### [MythBusting: CNN vs Traditional Neural Nets](https://thedevblog.hashnode.dev/mythbusting-cnn-vs-traditional-neural-nets?utm_source=hashnode&utm_medium=feed) Enough boasting about CNNs, are they even worth the hype? Let's test out. We will compare a normal neural network and a CNN against the MNIST dataset. We will compare them on the basis of accuracy. Let's check out. Traditional Neural Net First we wil... 2 min read · [thedevblog.hashnode.dev](https://thedevblog.hashnode.dev/mythbusting-cnn-vs-traditional-neural-nets?utm_source=hashnode&utm_medium=feed) [May 28, 2021](https://hashnode.com/posts/mythbusting-cnn-vs-traditional-neural-nets/60b09f9b5c02001765cf5555) ### [Computer Vision and CNNs](https://thedevblog.hashnode.dev/computer-vision-and-cnns?utm_source=hashnode&utm_medium=feed) Have you ever tried a computer vision project? You must've used a CNN right? And if you used a regular neural net, you must know that it sucks at doing computer vision. But why is it so? And what is a CNN? I'll try to answer that here. Why CNN? In... 2 min read · [thedevblog.hashnode.dev](https://thedevblog.hashnode.dev/computer-vision-and-cnns?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/computer-vision-and-cnns/60ae3ba65c02001765cf2960) [May 26, 2021](https://hashnode.com/posts/computer-vision-and-cnns/60ae3ba65c02001765cf2960)