Hi I am Hardik, a 16 year old developer. I love to learn and share my knowledge on new technologies. Mostly Artificial Intelligence and Machine Learning.
While starting off in machine learning, somethings might be confusing. Like difference between Model parameter and Model Hyperparameter. And all kinds of different optimizers. Let me demystify them for you... There are some internal variables to yo...
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,...
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...
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...
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...
Google claims that their services are not good because of high-quality models, but because of high-quality data. If this statement doesn't stress about the importance of data-cleaning in machine learning, then I don't know what will. Data-cleaning i...
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...
Take a look at these images. They are images of people right? Well, No. These realistic looking faces were created by Nvidia, using their state of the art GANs. Now you might be wondering what is GANs! Here, let me tell you... GANs stand for "Genera...
