Predicting Audiobook Purchases with Machine LearningIn the world of digital content, audiobooks have gained significant popularity. With a plethora of options available to consumers, understanding their behavior is essential for audiobook providers. In this project, we’ll explore how to predict custom...Oct 8, 2023 · 4 min readdatasciphy.hashnode.dev
Clustering: WCSS and Elbow methodUnsupervised machine learning unlocks hidden patterns within data! The “Elbow Method” 🧐 is a vital tool in this realm. It helps us find the optimal number of clusters, paving the way for better insights and smarter decision-making. Discovering struc...Oct 1, 2023 · 2 min readdatasciphy.hashnode.dev
Feature, Feature Selection, and Feature Engineer: What you need to understand.Let’s review the definitions of feature, feature selection, and feature engineering in machine learning before going any further:Feature is a distinct, measurably present quality or attribute of the phenomena under observation. To represent the data,...Aug 10, 2023 · 3 min readdatasciphy.hashnode.dev
Data Preprocessing: Essential Role in Machine LearningData preparation is a vital but sometimes missed stage in the machine learning pipeline. This is what I have realised while learning. Even while creating complex deep-learning models is fun, using bad data will still yield bad results. rubbish in, ru...Aug 5, 2023 · 4 min readdatasciphy.hashnode.dev