Backpropagation in Neural Networks

Do you know how a neural network trains itself to do some job? How does it learn? In this article, we will...

Understanding Attention mechanism and Machine Translation Using Attention-Based LSTM (Long Short Term Memory) Model

First, let us understand why an Attention Mechanism made machine translation easy. Previously encoder-decoder models were used for machine translation. The...

Gradient Descent Optimization Technique In Machine learning

Optimization in machine learning is the process of updating weights and biases in the model to minimize the model's overall loss. While...

Logistic Regression with Keras

This article explains what Logistic Regression is, its intuition, and how we can use Keras layers to implement it.

Introduction to Recurrent Neural Networks

In typical neural networks, all the inputs and outputs are independent of each other, Which means each hidden layer has its separate...

Image Data Augmentation in Keras

When dealing with Deep Learning on images, the first question that arises in your mind is where you will get this particular...

Transfer Learning in Keras (Image Recognition)

Transfer Learning in AI is a method where a model is developed for a specific task, which is used as the initial...

Generating Your Shakespeare Text Using Sequential Models Such As Long-Short-Term-Memory (LSTMs), Gated Recurrent Units...

In the previous article, we discussed Artificial Neural Networks (ANNs), Convolutional Neural Networks (CNNs) and applied them to detect fake news....

Introduction to Support Vector Machines (SVMs)

Support Vector Machines (SVMs) are supervised learning models for classification and regression problems. Support Vector Machines(SVMs) are supervised learning models for classification...

Fake News Detection Using Word Embeddings, Artificial Neural Networks, and Convolutional Neural Networks

In this article, we will learn how to use Deep Learning models for NLP. Since the model takes numerical vectors as input,...
Join the AI conversation and receive daily AI updates