Entries by Ram Tavva

Bag of Words: Convert text into vectors

In this blog, we will study about the model that represents and converts text to numbers i.e. the Bag of Words (BOW). The bag-of-words model has seen great success in solving problems which includes language modeling and document classification as it is simple to understand and implement. After completing this particular blog, you all will […]

K Nearest Neighbour For Supervised Learning

K-Nearest Neighbour (KNN) Algorithms is an easy-to-implement & advanced level supervised machine learning algorithm used for both – classification as well as regression problems. However, you can see a wide of its applications in classification problems across various industries. If you’ve been shopping a lot in e-commerce sites like Amazon, Flipkart, Myntra, or love watching […]