PinnedDhruvil KaraniinTowards Data ScienceA Practical Guide on K-Means ClusteringGoing beyond the theory and getting the best out of your K-Means clustering algorithm8 min read·Mar 27, 2022--1--1
Dhruvil KaraniinTowards Data ScienceRead this before using ROC-AUC as a metricNo metric is perfect.5 min read·Mar 10, 2022--1--1
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.8 min read·Jul 25, 2020--1--1
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.12 min read·Apr 17, 2020--2--2
Dhruvil KaraniinTowards Data ScienceExperiments on Hyperparameter tuning in deep learning — Rules to followBuilding intuition to get the best performance for your Deep Learning model6 min read·Mar 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…3 min read·Mar 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…8 min read·Feb 7, 2020--1--1
Dhruvil KaraniinTowards Data ScienceHow does Python work?A simple explanation of how Python code is executed differently than older programming languages.4 min read·Jan 9, 2020--9--9
Dhruvil KaraniinTowards Data ScienceIntroduction to Principal Component Analysis (PCA) — with Python codeIntroduction to PCA — The Why, When and How7 min read·Sep 27, 2019--3--3
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…6 min read·Jan 6, 2019----