Dr. Soumen Atta, Ph.D.Comprehensive Guide to Data Normalization Techniques: From Min-Max Scaling to Box-Cox…Normalization techniques are essential in data preprocessing for machine learning tasks. They aim to scale numerical features to a similar…·3 min read·2 days ago----
Dr. Soumen Atta, Ph.D.A Comprehensive Guide on How to Become a Master in Machine LearningMachine learning (ML) has emerged as a transformative force across various industries, from healthcare to finance, marketing to…·4 min read·May 24, 2024----
Dr. Soumen Atta, Ph.D.Python NumPy Tutorial for BeginnersNumPy is a fundamental package for scientific computing in Python. It provides support for arrays, matrices, and mathematical functions to…·4 min read·May 14, 2024----
Dr. Soumen Atta, Ph.D.The Power of Learning a New Programming LanguageIn today’s rapidly evolving tech landscape, the ability to adapt and learn new programming languages is not just a valuable skill — it’s a…·4 min read·Apr 24, 2024----
Dr. Soumen Atta, Ph.D.What Happens When You Start Programming Every DayHave you ever wondered what happens when you start coding every day? Well, it’s like going on an exciting adventure where you learn new…·3 min read·Apr 16, 2024----
Dr. Soumen Atta, Ph.D.Dataclasses in Python: A Step-by-Step TutorialDataclasses in Python are a convenient way to create classes that primarily store data. They provide a concise syntax for defining classes…·3 min read·Apr 15, 2024----
Dr. Soumen Atta, Ph.D.Elevate Your Python Code: 7 Practical Tips for ImprovementPython, renowned for its simplicity and readability, empowers developers to build powerful applications efficiently. However, writing…·4 min read·Apr 11, 2024----
Dr. Soumen Atta, Ph.D.Mastering SVM for Dog-Cat Image ClassificationIn this tutorial, we will explore the implementation of Support Vector Machines (SVM) for classifying images of dogs and cats. We’ll use…·6 min read·Apr 10, 2024----
Dr. Soumen Atta, Ph.D.Customer Segmentation with K-means ClusteringIn this tutorial, we will delve into the implementation of the K-means clustering algorithm to segment customers of a retail store based on…·6 min read·Apr 8, 2024----
Dr. Soumen Atta, Ph.D.Building a Linear Regression Model for Predicting House PricesIn this tutorial, we will walk through the process of building a Linear Regression model to predict house prices. We will utilize Python…·8 min read·Apr 2, 2024----