Mandeep Singh SalujaConvolutional Neural Network (CNN) Interview QuestionsA CNN is a type of deep neural network designed for processing structured grid data, such as images.1d ago1d ago
Mandeep Singh SalujaData Scientist Interview QuestionImagine you are asked to build a machine learning model to decide new loan approvals for a financial firm. You ask the data department in…2d ago2d ago
Mandeep Singh SalujaMonte Carlo SimulationMonte Carlo simulations are a powerful statistical technique used to model and analyze complex systems that involve uncertainty and…4d ago4d ago
Mandeep Singh SalujaA/B Testing: Key ConceptsA/B testing, also known as split testing, is a method used to compare two versions of a webpage, app, or any other product to determine…4d ago4d ago
Mandeep Singh SalujaRisk Analysis: Key ConceptsRisk analysis is a critical component of project management that involves identifying, assessing, and prioritizing risks to mitigate…4d ago4d ago
Mandeep Singh SalujaData Scientist Interview QuestionLet’s say you have to build scrabble for Spanish users. Assuming that you don’t know any Spanish, how would you approach assigning each…4d ago4d ago
Mandeep Singh SalujaData Scientist Interview QuestionWhy would the same machine learning algorithm generate different success rates using the same dataset?4d ago4d ago
Mandeep Singh SalujaData Scientist Interview QuestionLet’s say you’re working on a building a better search engine for Google. You build it and want to see if it serves better results than the…5d ago5d ago
Mandeep Singh SalujaData Scientist Interview QuestionLet’s say we want to build a new delivery time estimate model for consumers ordering food delivery. How would you determine if the new…5d ago5d ago
Mandeep Singh SalujaData Scientist Interview QuestionSuppose we have a binary classification model that classifies whether or not an applicant should be qualified to get a loan.5d ago5d ago
