introduction to machine learning

MachineX: Jaccard Index for evaluating an ML model

Reading Time: 2 minutes In this blog, we are going to learn about one of the evaluation metrics that is used for evaluating a classification ML model, which is, Jaccard Index. But first, let’s see what evaluation metrics are.

Introduction to Machine Learning

Reading Time: 2 minutes Before jumping directly into what is Machine Learning lets starts with the meaning of individual words i.e. What is Machine and What is Learning. A machine is a tool containing one or more parts that transform energy. Machines are usually powered by chemical, thermal, or electrical means, and are often motorized. Learning is the ability to improve behaviour based on Experience. What is Machine Learning? Continue Reading

Spark – LDA : A Complete example of clustering algorithm for topic discovery.

Reading Time: 6 minutes In this blog we will be demonstrating the functionality of applying the full ML pipeline over a set of documents which in this case we are using 10 books from the internet. So lets start with first thing first.. What is Clustering ? Clustering is the task of grouping a set of objects in such a way that objects in the same group (called a Continue Reading