PinnedAkash Dugam·Jul 5, 2021Don’t be Biased towards your Model— A Bias Variance Tradeoff Story.Introduction
Akash Dugam·Nov 20, 2024Descriptive Statistics: Mastering the Art of Description!Imagine you’re a banker analyzing customer savings trends or a manager looking at sales performance. You’ve got mountains of numbers, but…
Akash Dugam·May 15, 2024Performance Measurement Models — (Part II)In Part-I of this series, we explored a variety of performance measurement models tailored for classification problems within the realm of…
Akash Dugam·Mar 26, 2024Performance Measurement Models — (Part IDoesn’t matter whether you are Data Scientist or not, you indulge in measuring the performance or (in short) measuring the quality of…
Akash Dugam·Mar 7, 2024Let’s Learn KNN!K-Nearest Neighbors (KNN) is the simplest algorithm in machine learning with a lot of intuition to real words which actually make people…
Akash Dugam·Nov 22, 2023Decoding Vector Databases: The Core of Generative AI’s Growth!The field of Generative AI, a frontier in the artificial intelligence landscape, is rapidly evolving, continuously pushing the boundaries…A response icon1A response icon1
Akash Dugam·Feb 24, 2023The ABCs of DevOps (Part I)Have you ever come across the terms DevOps or MLOps while working on a software development or data science project? If so, you may have…
Akash Dugam·Sep 11, 2022The Top 5 Pandas Optimization Methods You Should Know!Things get messy if we don’t employ memory optimization techniques when dealing with high-dimensional data. You don't want the pop-up…A response icon2A response icon2
Akash Dugam·Aug 29, 2022The Collinearity of FeaturesIt’s wise to understand the stuff related to ‘collinearity’ or ‘multicollinearity’ to excel in the field of data science. Though both of…
Akash Dugam·Mar 9, 2022AWS Certified Cloud Practitioner Study Guide!Pass the AWS CCP Exam with this blog posts
