What is Machine Learning? Definition, Types, Applications Depending on the nature of the business problem, machine learning algorithms can incorporate natural language understanding capabilities, such as recurrent neural networks or transformers that are designed for NLP tasks. Additionally, boosting algorithms can be used to optimize decision tree models. Unsupervised machine learning algorithms don’t require data to be labeled. He holds a PhD in machine learning from the University of Illinois at Urbana-Champaign and has more than 12 years of industry experience. The difference between machine learning and AI is that machine learning represents one of – but not the only – precursors to creating a narrow AI. Specifically, machine learning […]