Swapnil KangralkarModel Compression using Knowledge DistillationMake your models leaner and meaner·3 min read·Nov 29, 2023----
Swapnil KangralkarLoss Functions in Machine LearningExploring the most common loss functions in machine learning·5 min read·Jun 26, 2023----
Swapnil KangralkarTaming the Tides of Drift in Machine LearningTypes of model drift in machine learning and ways to measure and monitor them.·4 min read·Jun 26, 2023----
Swapnil KangralkarUnlock the Power of AI: A Comprehensive Guide to Integrating OpenAI’s ChatGPT API in Jupyter…Transform the way you communicate with AI using OpenAI’s ChatGPT API in Jupyter Notebook.·4 min read·Feb 1, 2023----
Swapnil KangralkarDocker and MLOps: A Match Made in Tech HeavenUnleashing the Power of Docker for MLOps to Streamline Machine Learning Deployment·7 min read·Dec 24, 2022----
Swapnil KangralkarGit, GitHub and Beyond: A Beginner’s Guide to Mastering Version ControlList of basic git commands to clone and push repositories·7 min read·Dec 10, 2022----
Swapnil KangralkarK-Means Simplified: A Beginner’s Guide to the K-Means AlgorithmA step-by-step approach to learning one of the simplest unsupervised clustering algorithms·5 min read·Jun 10, 2022----
Swapnil KangralkarinTowards Data ScienceSupport Vector Machines (SVM) and the Multi-Dimensional WizardryLearn the magic behind the kernel functions in SVMs·5 min read·May 19, 2022----
Swapnil KangralkarStatistics and its MisapplicationsHow misapplication of statistical techniques leads to incorrect conclusions.·3 min read·Apr 30, 2022----
Swapnil KangralkarinTowards Data ScienceFeature Engineering — Unraveling the Mysterywhat is feature engineering, the problem it solves, and why it really matters·3 min read·Apr 28, 2022----