Analytics… Netflix Recommender System 26 Feb 202326 Feb 2023 Introduction The platform and production firm Netflix is based in the United States. Since its inception in 1997, Netflix has provided us with incredible entertainment, whether it be movies or…
Analytics… Heart Disease Prediction 26 Dec 202213 Mar 2023 INTRODUCTION Heart disease, often known as cardiovascular disease (CVD), is a general term that refers to a variety of illnesses that have an impact on the heart. Cardiomyopathy, arrhythmia, and…
Analytics… Customer Churn Analysis using ANN 28 Mar 2022 Introduction What is ANN? An artificial neuron network (neural network) is a computational model that mimics the way nerve cells work in the human brain. Artificial neural networks (ANNs) use…
Analytics… Bankruptcy Prediction-five Algorithmic Model Comparison 20 Dec 2021 What & Why of Bankruptcy Prediction? Bankruptcy prediction is a technique for predicting bankruptcy and various financial conditions of state-owned enterprises. It is a broad area of study in finance…
Analytics… Automation of Mechanical pressure-controlled ventilator 11 Oct 2021 What do doctors do when a patient has trouble breathing? Doctors use a ventilator to pump oxygen into a sedated patient's lungs via a tube in the windpipe. But it’s…
Analytics… Scraping Instagram to Artificially create Sneaker Designs (DCGAN PyTorch) 2 Aug 20212 Aug 2021 In this particular blog I will be discussing the architecture & working of DCGAN (Deep Convolution Generated Adversarial Network) and its implementation. Here we will be implementing DCGAN using the…
Analytics… Generative Adversarial Networks 30 May 202130 May 2021 Introduction The algorithms we have looked at so far, ranging from Linear Regression to Random Forests and Neural Networks are amazing in their predictive and classification abilities and have helped…
Analytics… Has COVID-19 dragged world employment down: Looking towards the Future 30 Mar 202130 Mar 2021 According to the World Employment and Social Outlook, unemployment was projected to increase by around 2.5 million in 2020. Global unemployment has been roughly stable for the last nine years,…
Analytics… RNN vs TRANSFORMERS 21 Mar 202121 Mar 2021 RNN vs Transformers Our main objective here is to compare the performance of few of the types of RNN and their performance along with the performance of Transformers such as…
Analytics… Stock Price Prediction Using LSTM 15 Mar 202115 Mar 2021 As we all know the extensive development of Neural networks has opened the doors of various fields for application from a business standpoint. Recurrent Neural Network which is derived from…