My Journey with Analytics as a PGDM student at Great Lakes Institute of Management, Chennai. The post Analytics at Great Lakes appeared first on Bharat S Raj ..read more

Market basket analysis (MBA) is an analytical technique used to predict future purchase decisions of the customers. It studies historical buying patterns and preferences of the customer to predict what they will prefer to purchase along with the existing items in their basket (or cart). It is also known as “Affinity Analysis” or “Association Rule Mining”. […] The post Introduction to Market Basket Analysis appeared first on Bharat S Raj ..read more

Cluster Analysis is a statistical technique that helps you divide your data points into a number of groups such that data points in the same groups are more similar to other data points in the same group than those in other groups. In simple word, it’s the process of organizing data into groups whose members […] The post Theoretical Overview to Cluster Analysis appeared first on Bharat S Raj ..read more

ANOVA (Analysis of Variance) is a statistical technique used to check if the means of two or more groups are significantly different from each other. It may seem odd that it’s called “Analysis of Variance” rather than “Analysis of Means”. However, the name is appropriate since we make inferences about means by analyzing variance. If we […] The post Introduction to ANOVA appeared first on Bharat S Raj ..read more

Definition: Logistic regression is a statistical method that helps analyze a dataset in which there are one or more independent variables and has a dependent variable that is binary or dichotomous (there are only two possible outcomes). It was developed by statistician David Cox in 1958. The dependent variable can only take two values i.e. […] The post Beginners Guide to Logistic Regression appeared first on Bharat S Raj ..read more

Linear Regression is a type of statistical model where a linear relationship is established between one or more independent variables to a dependent variable. It’s one of the simplest types of predictive modeling. Linear/multiple Regression models can be represented in the form of an equation Y = A1X1 + A2X2 + … + AnXn + B […] The post Theoretical Overview of Linear Regression appeared first on Bharat S Raj ..read more

Working on building an application that utilizes your own APIs? Application Program Interface (API) are the backbone for most web application and are popularly used in order to build robust application. When it comes to developing machine learning-based APIs, the de facto choice for most developers is to use Flask – a Python framework that allows you to build your website with a few lines of code. However, another framework, FastAPI is gaining momentum among developers these days and in this article, we will compare how FastAPI is different from Flask and how you can build a simple API with Fa ..read more

This article was originally published in TheNextTech As the spread of COVID-19 continues to surge, many organizations have asked employees to work remotely. With an uncertainly of when things would return to normalcy, WFH is expected to be the new normal and standard practice. The idea of “working from home” (WFH) was reserved for writers, artists, and other siloed professions that didn’t rely much on regular collaboration. However, now businesses have realized that with the power of technology, WFH can become the standard practice. Supporting a fully remote workplace, at least at this scale ..read more

In recent years, there has been a huge growth in the space of Cloud Computing. There are a huge number of Cloud players in the market including Microsoft Azure, Amazon Web Services, Google Cloud Platform, etc. In this blog article, we shall explore Google’s Cloud Platform – what makes it’s unique and understand the growing list of services offered by Google. What is Google Cloud Platform? Google Cloud Platform (GCP) is a public cloud platform that offers a variety of services in Computing, Networking, Storage, Big Data, Machine Learning, etc. It runs on the same Cloud infrastructure that ..read more

As enterprises continue to churn out massive amounts of data every day, insight-driven decision-making has become a distant dream. A chatbot will be a popular solution among enterprise that offers a conversational experience using artificial intelligence and natural language processing to mimic conversations with real people. A conversational enterprise integrates Conversational AI into their internal and external workflows. According to Gartner, by 2021, more than 50% of enterprises will spend more per annum on bots and chatbot creation than traditional mobile app development. Also, by the ..read more