What is a Machine Learning Pipeline?

    Today, we look forward to learning about an interesting and blossoming process of Artificial Intelligence, i.e., Machine Learning Pipelines.   Before we start, let’s try to contemplate the terms for better understanding. ‘Machine Learning’ – this is the red-hot iron about which we all have read dozens of articles, compositions, and more. The inference has always been the same, ‘machine learning is an approach to data analysis that involves building and adapting models, which allow programs to learn through experience.’ ‘Pipeline’ – Have you ever visited a manufacturing plant and seen the assembly lines there where a component… Read More

What is a Support Vector Machine?

    Most neophytes, who begin to put their hands to Machine Learning, start with regression and classification algorithms naturally. These algos are uncomplicated and easy to follow. Yet, it is necessary to think one step ahead to clutch the concepts of machine learning better. There are a lot more concepts to learn in machine learning, which may not be as rudimentary as regression or classification techniques, but can help us answer different intricate cases. So, today let us get familiar with one such algorithm, the Support Vector Machine or SVM. What is a Support Vector Machine? Let us walk… Read More

Domino’s Takes Data to the Next Level

Many companies today talk about leveraging data or being data driven, but Domino’s is one company that is truly putting these words into action. The Domino’s data science team is using artificial intelligence (AI)/machine learning (ML) models to completely revolutionize the company at its core. Domino’s data science team provides the company with a modeled view into the future state of its markets, providing actionable guidance on store placement and staffing. The data science team is leveraging AI/ML models to improve in-store operations, discover untapped revenue sources, and most importantly, to continually improve the customer experience. Putting Models to Work… Read More