How do artificial intelligence, machine learning, deep learning and neural networks relate to each other?
Author(s): AlishaS Originally published on Towards AI. Machine Learning vs. AI vs. Deep Learning vs. Neural Networks: What’s the Difference? The rapid evolution of technology is molding our everyday existence as businesses turn more and more to sophisticated algorithms for efficiency. Amidst …
Machine Learning Interview Questions-2
Author(s): Gundluru Chadrasekhar Originally published on Towards AI. Careers, Machine Learning Ace your machine learning interviews Photo by ThisisEngineering RAEng on Unsplash 1) What is the internal covariate shift and what are the consequences of it? Internal covariate shift occurs when the …
Interview Questions: Object Detection
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Photo by pisauikan on Unsplash I am currently in a job search for a Computer vision engineer. In this article, I am trying to share the things which I have learned. I would …
Machine Learning Interview Questions-1
Author(s): Gundluru Chadrasekhar Originally published on Towards AI. Careers, Machine Learning Photo by JESHOOTS.COM on Unsplash A Machine Learning Engineer has to cover the breadth concepts in ML, DL , Probability , Stats, and coding with a good depth of understanding . …
Mastering These 5 Statistics Concepts Will Boost Your Success in Data Science Interviews
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Top highlight Data science is a rapidly growing field that involves the extraction of valuable insights from large and complex data sets. As more and more companies adopt data-driven decision-making strategies, …
5 Questions I Wish I Had the Answer to Before Interviewing for Data Science Positions
Author(s): Clément Delteil Originally published on Towards AI. Why interviewing for Data Science positions is like riding a roller-coaster. Photo by James Butterly on Unsplash You spent hours polishing your cover letter to match the job post. You made your friends proofread …
Must-Know Statistics Questions for Data Science Interviews
Author(s): Roli Trivedi Originally published on Towards AI. Photo by Marjhon Obsioma on Unsplash What is Inferential Statistics?Inferential Statistics make predictions and inferences about the population based on the sample of data taken from the population. There are two main use cases …
Case Study Interview Questions on Statistics for Data Science
Author(s): Simranjeet Singh Originally published on Towards AI. Introduction Welcome to the world of data science, where statistics are the foundation upon which we build insights and solutions. Whether you’re just starting out or you’re a seasoned data professional, it’s essential to …
Top 10 Interview Questions on Evaluation Metrics in Machine Learning
Author(s): Simranjeet Singh Originally published on Towards AI. Introduction Evaluation metrics are quantitative measures used to assess the performance of machine learning models. They are important because they provide a systematic and objective way of comparing different models and measuring their success …
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