Analytics in Practice… Air Quality Prediction Using FB PROPHET Algorithm 18 Dec 202318 Dec 2023 INTRODUCTION Some Indian cities fall in the array of the most polluted cities in the world, and the threat of air pollution is being raised day by day. Poor air…
Analytics in Practice… Employee Attrition Prediction Using SMOTE & Logistic Regression 4 Dec 202318 Dec 2023 INTRODUCTION In today’s competitive business landscape organizations face a significant challenge in retaining talented employees. It has become extremely crucial for organizations to the reasons behind departure. Attrition rate is…
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 Lip Reader using CNN +LSTM 28 Feb 202228 Feb 2022 Lip Reading is decoding text from the movement of the speaker's mouth. It plays a crucial role in human communication and speech understanding. Lip Reading is a notoriously difficult task…
Analytics… Sentiment Analysis on Tweets about Omicron 7 Feb 2022 Introduction Sentiment analysis is a natural language processing technique that determines the emotional tone of a body of text. This is a common method for businesses to determine and categorize…
Analytics… Consumer Sentiment Analysis 24 Jan 2022 INTRODUCTION Sentiment analysis is an approach to natural language processing that identifies the emotional tone behind a body of text. This is a popular way for organizations to determine and…
Analytics… Credit Card Analytics 27 Dec 2021 Introduction As we delve deeper into the realms of digitization, the transition from paper to plastic money is inevitable. In India, there are just 6.5% of the total cards issued…
Analytics… Rainfall Prediction using Support Vector Machines 13 Dec 2021 Introduction India is an agrarian economy with 60-70% of its population deriving their livelihood from agriculture. A major chunk of Indian farmers depends on rainfall for carrying out agricultural activities.…
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…
Uncategorized Trading Strategies 17 Nov 2020 The hunt for the right trading strategy almost never seems to end. Considering it, we have made 4 trading strategies and 2 prediction models. The trading strategies along with the…