This article explores the current and future developments of machine learning, which is a crucial element of artificial intelligence (AI). It discusses the democratization of machine learning, which has enabled professionals from diverse backgrounds to leverage machine learning techniques. Additionally, it highlights the rise in the utilization of machine learning in various industries, as well as the emergence of edge computing and its potential to revolutionize industries.