After understanding the basics of Machine Learning (ML) and looking at the different approaches one can adopt, we shall now appreciate the impact ML is having on manufacturing. We hope that this blog proves helpful to readers from the manufacturing world. Read on! ML applications are descending from the white-collar financial analytics world into the brick-and-mortar world with the advances coming into data speed and processing speed of computers. It is increasingly deployed for quality checks, process optimization, and predictive maintenance in factories. It no longer remains in the realm of research. Now, the world realizes its true potential and utilizes it for better results in its products and processes.…
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The Four Approaches to Machine Learning You Should Know
Welcome to the 2nd blog in Rucha Yantra’s series on Machine Learning (ML). In the previous blog, we took an overview of ML, explored the basic terminologies associated, and looked at the most trending applications of ML in the world. Going a bit deeper, we shall look at the different approaches to Machine Learning – the different ways it can work. The basic functionality of ML is similar to how humans learn. Before an ML algorithm can analyze, judge, and finally act, it needs to be fed “learning” data for classification. Broadly, there are four different ways how this classification works. Let’s take a look! 1. Supervised learning: This is the…
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Machine Learning: An Overview
Thank you for staying tuned to Rucha Yantra’s blog series. Previously, we have shared our knowledge and general information on next-gen technologies such as Industry 4.0, IoT, and AI. With this blog, we are starting a series on Machine Learning (ML). First, we shall try to answer the most basic questions like: What is Machine Learning? What is the basic process of ML? What are the major real-world applications of ML? So, let’s start answering. Hope you find the ML series useful. What is Machine Learning? At its core, it is a tool for turning information into knowledge. Today, we are witnessing, with the rise of digital offerings and connectivity,…
