Movie Recommender System Using PySpark

Have you ever wondered how Netflix recommends movies to you based on your watch history or how Amazon recommends products based on your past purchases or browsing history?

Machine Learning Lifecycle

Every process in software engineering involves a certain number of steps or procedures to be followed in a certain order sometimes, recursively. These steps are usually referred to as the Software Engineering lifecycle. Software Engineering lifecycle steps are part of any software development process. Just as in the software engineering lifecycle, when building a machine learning product or a service machine learning engineers and data scientists follow a set of steps and processes collectively part of what is referred to as a Machine Learning lifecycle. The Machine Learning lifecycle comprises steps from data collection, and model building to monitoring the deployed model performance. We will see the steps in a machine learning lifecycle in detail in this article.

Machine Learning: An Overview

We all have heard the terminology and a lot of us may even have a brief idea of what machine learning is. In this article, we will try to know the overview of Machine Learning which will help aspiring Data Scientists and enthusiasts to get a kickstart in machine learning.