Build k-NN from scratch in Python

In this article, we shall understand how k-Nearest Neighbors (kNN) algorithm works and build kNN algorithm from ground up. We also shall evaluate our algorithm using the k-Fold cross-validation which is also developed from scratch. After completing this tutorial you will know: How to code the k-Nearest Neighbors algorithm step-by-step How to use k-Nearest Neighbors… Continue reading Build k-NN from scratch in Python

Understanding NLP Pipeline

An introduction to phases of NLP pipeline Natural Language Processing (NLP) is one of the fastest growing field in the world. It is a subfield of artificial intelligence dealing with human interactions with computers. Main challenges in NLP involve speech recognition, natural language understanding, and natural language generation. NLP is making its way into a… Continue reading Understanding NLP Pipeline

Understanding ETL Pipeline

Overview In general, a pipeline is a linear sequence of specialized modules used to design or execute a computer instruction in successive steps. Similarly, data pipeline is a generic term for moving data from one place to another. For example, it could be moving data from one server to another server. Of the many data… Continue reading Understanding ETL Pipeline