Tag: python

Hands-On with RFID/NFC

Most of us have been using some form of a badge or tag to enter the office building OR tap a credit card to make a payment at the checkout.

Ever wondered what is really going on behind the scene when we tap a card on the card reader ???

This is where the RFID/NFC technology comes into play. We will leverage a Raspberry Pi 4 along with a Mifare RC522 RFID module to get our hands dirty. Here is the link to the article demonstrating the concept of RFID/NFC:

Hands-On with RFID/NFC

Enjoy 🙂 !!!

Deep Learning – Sequence-to-Sequence Model

In this part of the Deep Learning series, we will introduce the concept of the Sequence-to-Sequence (also known as the Encoder-Decoder) model in the context of a Language Translation use-case. In addition, we will get our hands dirty to demonstrate the translation of English sentences to Spanish sentences. To accomplish this task, we will implement an GRU model using PyTorch.

Here is the link to the article on Deep Learning demonstrating the English-to-Spanish Language Translation using GRU:

Deep Learning – Sequence-to-Sequence Model

Enjoy 🙂 !!!

Deep Learning – Predict Next Word Using LSTM

In this part of the Deep Learning series, we will get our hands dirty to demonstrate the prediction of the ‘Next Word’, given an input sequence of two words from a text corpus. To accomplish this task, we will implement an LSTM model using PyTorch.

Here is the link to the article on Deep Learning demonstrating the ‘next word’ prediction using LSTM:

Deep Learning – Predict Next Word Using LSTM

Enjoy 🙂 !!!

Deep Learning – Bidirectional Recurrent Neural Network

In this part of the Deep Learning series, we will explain how a Bidirectional Recurrent Neural Network (RNN) works and use PyTorch for a practical demonstration of Bidirectional RNN to predict the Sentiments of the Restaurant Reviews.

Here is the link to the article on Deep Learning using Bidirectional RNN:

Deep Learning – Bidirectional Recurrent Neural Network

Enjoy 🙂 !!!