PinnedCheat Sheets for Machine Learning Interview TopicsA visual cheatsheet for ML interviews (www.cheatsheets.aqeel-anwar.com)Oct 28, 202014Oct 28, 202014
Published inTowards Data ScienceWhat is Average Precision in Object Detection & Localization Algorithms and how to calculate it?A step-by-step visual guide to understanding the mean average precision for object detection and localization algorithms.May 13, 20228May 13, 20228
Published inTowards Data ScienceWhat is Machine Learning System Design Interview and How to Prepare for It?A detailed guide on preparing ML system design interview with a templateApr 4, 20221Apr 4, 20221
Published inTowards Data ScienceWhat are Intrinsic and Extrinsic Camera Parameters in Computer Vision?A detailed explanation of intrinsic and extrinsic camera parameters with the help of visualizations.Mar 1, 20225Mar 1, 20225
Machine Learning Resume that got me shortlisted for Meta, Microsoft, NVIDIA, Uber, Samsung, Intel…A list of things to focus on your resume and an example CV.Jan 15, 202221Jan 15, 202221
The Dos and Don’ts of a Software Engineer Resume to get you shortlisted for interviews moreImprove your resume to get noticed and shortlisted by the recruiters moreDec 15, 2021Dec 15, 2021
Published inTowards Data ScienceTypes of Machine Learning Interviews and how to ace themA detailed guideline on different categories of machine learning interviews and how to prepare for them.Nov 20, 20211Nov 20, 20211
How to Prepare for Coding Interviews?A guide of timeline and resources for your coding interview preparation.Nov 12, 2021Nov 12, 2021
Published inTowards Data ScienceDifference between AutoEncoder (AE) and Variational AutoEncoder (VAE)How can you compress data or even generate data from random values? That is what Autoencoder and Variational Autoencoder are.Nov 3, 20218Nov 3, 20218
Published inTowards Data ScienceUber Data Scientist Interview ExperienceFrom the recruiter's email to the onsite interview, a detailed timeline of the interview process.Jul 17, 20213Jul 17, 20213