Rohit MadaninShiprocket EngineeringHow to onboard Product Managers remotely and have them make an instant impact?Imagine you’re playing a mobile game about making an excellent business where you’ll win by killing enemies (competitors/obstacles) and…Apr 26, 2020Apr 26, 2020
Rohit MadanHow to Prioritize product features using Kano Model Or How to make a product from scratch using…Taking a little break from my usual machine learning blogs, this article is going to be more focussed on Product Management and…Jan 22, 2020Jan 22, 2020
Rohit MadaninAnalytics VidhyaBag of words — The easiest explanation of NLP using pythonToday I am going to explain Bag of words technique to you.Dec 4, 2019Dec 4, 2019
Rohit MadanGradient boosting Vs AdaBoosting — Simplest explanation of how to do boosting using Visuals and…I have been wanting to do this for a while now I am excited, I want to explain these mathematical + ML techniques using simple English, so…Nov 22, 2019Nov 22, 2019
Rohit MadaninAnalytics VidhyaGradient boosting Vs AdaBoosting — Simplest explanation of boosting using Visuals and Python CodeI have been wanting to do a behind the library code for a while now but haven’t found the perfect topic until now to do it.Nov 21, 20191Nov 21, 20191
Rohit MadaninAnalytics VidhyaFeature Engineering — How to find feature importance score of all features and then build model…Feature engineering is a very misinterpreted term, when I first started making models, I was also getting confused about it and use to…Nov 19, 2019Nov 19, 2019
Rohit MadaninAnalytics VidhyaHow to use Bagging Technique for Ensemble Algorithms — A code exercise on Decision TreesIf you haven’t gathered what this article is all about by looking at the title, pardon me because I probably need a more concise set of…Nov 19, 2019Nov 19, 2019
Rohit MadanEnsemble Learning / Voting Classifier OR How to aggregate results from different classifiersToday I am covering a really really important and cool technique in machine learning, it involves using a group of classifiers together…Nov 18, 2019Nov 18, 2019
Rohit MadaninAnalytics VidhyaDecisionTree Classifier — Working on Moons Dataset using GridSearchCV to find best hyperparametersDecision Tree’s are an excellent way to classify classes, unlike a Random forest they are a transparent or a whitebox classifier which…Nov 18, 2019Nov 18, 2019
Rohit MadaninAnalytics VidhyaHyperParameter tuning an SVM — a Demonstration using HyperParameter tuning/Cross validation on…Cross validation on MNIST dataset OR how to improve one vs all strategy for MNIST using SVMNov 13, 2019Nov 13, 2019