TheDevBlog

Hardik Yadav

Hardik Yadav

5 followers

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.

Optimizers, parameters and hyper-parameters

Jun 2, 20211 min read

While starting off in machine learning, somethings might be confusing. Like difference between Model parameter and Model Hyperparameter. And all kinds...

Optimizers, parameters and hyper-parameters

LSTMs : Better version of RNNs

May 31, 20212 min read

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...

LSTMs : Better version of RNNs

Demystifying Home Assistants

May 30, 20212 min read

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...

Demystifying Home Assistants

GANs - The Code Part

May 29, 20212 min read

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...

GANs - The Code Part

MythBusting: CNN vs Traditional Neural Nets

May 28, 20212 min read

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....

MythBusting: CNN vs Traditional Neural Nets

Why is Data-Cleaning important?

May 26, 20212 min read

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...

Why is Data-Cleaning important?