PinnedAkash DugamDon’t be Biased towards your Model— A Bias Variance Tradeoff Story.IntroductionJul 5, 2021Jul 5, 2021
Akash DugamPerformance 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…May 15May 15
Akash DugamPerformance 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…Mar 26Mar 26
Akash DugamLet’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…Mar 7Mar 7
Akash DugamDecoding 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…Nov 22, 20231Nov 22, 20231
Akash DugamThe 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…Feb 24, 2023Feb 24, 2023
Akash DugamThe 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…Sep 11, 20222Sep 11, 20222
Akash DugamThe 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…Aug 29, 2022Aug 29, 2022
Akash DugamAWS Certified Cloud Practitioner Study Guide!Pass the AWS CCP Exam with this blog postsMar 9, 2022Mar 9, 2022
Akash DugamHypothesis Testing 101Hypothesis testing is an important concept in the area of statistics as well as in data science. In this post, we will be learning all the…Sep 28, 20211Sep 28, 20211
