5 Challenges of Machine Learning! - Analytics Vidhya

In this post, we will come through some of the major challenges that you might face while developing your machine learning model. Assuming that you know what machine learning is really about, why do people use it, what are the different categories of machine learning, and how the overall workflow of development takes place. What can possibly go wrong during the development and prevent you from getting accurate predictions? So let's get started, during the development phase our focus is to select a learning algorithm and train it on some data, the two things that might be a problem are a bad algorithm or bad data, or perhaps both of them. Let's say for a child, to make him learn what an apple is, all it takes for you to point to an apple and say apple repeatedly.