Himanshu ChandrainDataDrivenInvestorHow To Acquire Clients For AI/ML Projects By Using ProbabilityBeating competing bids via binomial theorem & statisticsJul 30, 2020Jul 30, 2020
Himanshu ChandrainTowards Data ScienceHow NOT to use ROC, Precision-Recall curves & MCC (Matthews Correlation Coefficient)Common mistakes we make with these metrics & how to choose the one best for your business caseJul 11, 20201Jul 11, 20201
Himanshu ChandrainTowards Data ScienceAn intuitive approach to DTW — Dynamic Time WarpingHow to visualize the algorithm, so that you can customize it on your own.Jun 27, 2020Jun 27, 2020
Himanshu ChandrainTowards Data ScienceThe Two Variations of Confusion Matrix — Get Confused, Never AgainMemory hacks to remember its two variations and associated formulaeJun 12, 20202Jun 12, 20202
Himanshu ChandrainTowards Data SciencePrepare Dinner & Save the Day by Calculating Confidence Interval of Non-Parametric Statistical…Complete python code with worked examples for Mann-Whitney U test and Wilcoxon signed-rank test.May 30, 20201May 30, 20201
Himanshu ChandrainTowards Data ScienceA common man’s guide to MAE and RMSEUnderstand in simple words — What do they mean in the real world and when to choose which?May 16, 20203May 16, 20203
Himanshu ChandrainTowards Data SciencePipelines & Custom Transformers in scikit-learn: The step-by-step guide (with Python code)Understand the basics and workings of scikit-learn pipelines from the ground up, so that you can build your own.May 6, 20208May 6, 20208
Himanshu ChandrainAnalytics VidhyaFine tune SARIMA hyperparams using Parallel processing with joblib (Step by Step Python code)While working with most machine learning or statistical models, there comes a time when you need to fine tune the various parameters of…Apr 19, 2020Apr 19, 2020
Himanshu ChandrainAnalytics VidhyaA Fun Project (Pose Detector) With Google’s Teachable MachineIt’s 2 PM… Done with a delicious lunch… Now working on your laptop… Droopy eyes… Goodbye world, Hellooo sweet dreams………. Ring any bells? ;)Apr 6, 2020Apr 6, 2020