Analytics… EMPLOYEE QUITTING THEIR JOB PREDICTION 8 Jan 20239 Jan 2023 Introduction: EMPLOYEE QUITTING THEIR JOB PREDICTION It's entirely feasible that someone on your team may depart in the near future given that over four million people will leave their employment…
Analytics… Online Payments Fraud Detection Using Machine Learning 11 Dec 2022 INTRODUCTION The introduction of online payment systems has helped a lot in the ease of payments. But, at the same time, it increased in payment frauds. Online payment frauds can…
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…
Analytics… How RNN & LSTM works? 11 Mar 202111 Mar 2021 RNN (Recurrent Neural Networks) In this blog we will be discussing how a RNN(Recurrent Neural Network) works by understanding it mathematically right from scratch. Along with that we will be…