PinnedDhruvil KaraniinTowards Data ScienceA Practical Guide on K-Means ClusteringGoing beyond the theory and getting the best out of your K-Means clustering algorithmMar 27, 20221Mar 27, 20221
Dhruvil KaraniinTowards Data ScienceRead this before using ROC-AUC as a metricNo metric is perfect.Mar 10, 20221Mar 10, 20221
Dhruvil KaraniinTowards Data ScienceGetting fired and hired as a Data Scientist in the middle of COVID-19What I learned about job search in difficult times.Jul 25, 20201Jul 25, 20201
Dhruvil KaraniinThe StartupApproaching a Named Entity Recognition (NER) — End to End StepsAn end-to-end case study on Named Entity Recognition (NER) for anyone building NER projects.Apr 17, 20202Apr 17, 20202
Dhruvil KaraniinTowards Data ScienceExperiments on Hyperparameter tuning in deep learning — Rules to followBuilding intuition to get the best performance for your Deep Learning modelMar 16, 2020Mar 16, 2020
Dhruvil KaraniSomething about winningA few weeks back I ran my first marathon. It was a 10 km run and I clocked at 67 minutes. Not bad for someone who has never made it more…Mar 1, 2020Mar 1, 2020
Dhruvil KaraniinThe StartupHow Data Augmentation Improves your CNN performance? — An Experiment in PyTorch and TorchvisionIn simple terms, Data Augmentation is simply creating fake data. You use the data in the existing train set to create variations of it…Feb 7, 20201Feb 7, 20201
Dhruvil KaraniinTowards Data ScienceHow does Python work?A simple explanation of how Python code is executed differently than older programming languages.Jan 9, 20209Jan 9, 20209
Dhruvil KaraniinTowards Data ScienceIntroduction to Principal Component Analysis (PCA) — with Python codeIntroduction to PCA — The Why, When and HowSep 27, 20193Sep 27, 20193
Dhruvil KaraniTIME SERIES ANALYSIS — 3 DIFFERENT WAYSLoosely speaking, a time series describes the behaviour of a variable with time. For example a company’s daily closing stock prices. Our…Jan 6, 2019Jan 6, 2019