Machine Learning Algorithms? How to pick right machine learning algorithm?

Most of the data science and machine learning learners are unable to pick right machine learning algorithm for their project. How to pick right machine learning algorithm classification, how to do machine learning algorithm comparison, any impact of deployment on machine learning algorithm for prediction. How to choose between advanced machine learning algorithms and supervised machine learning algorithms. To learn more about above questions refer this podcast. If you are planning to learn da...