Top 10 Common Machine Learning Interview Questions and How to Answer Them

  Introduction Machine learning has been one of the most significant developments in recent years, which is widely used in various domains such as healthcare, finance, and transportation. As machine learning is a complex field, interviewing for a machine learning role can be challenging. This blog post will cover the top 10 common machine learning interview questions and provide answers to help you prepare. What is machine learning? Machine learning is a subfield of artificial intelligence (AI) that focuses on the development of algorithms that can automatically improve with experience. Machine learning is divided into three categories: supervised, unsupervised, and reinforcement learning. Supervised learning involves training a model on a dataset where the target variable is known. The model learns to predict the target variable based on the input features. Unsupervised learning involves discovering patterns and relationships in the data without any target variable. Reinforcement ...