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Artificial intelligence (AI)

What is Machine Learning and How Does It Work? In-Depth Guide

Artificial intelligence (AI)
What Is the Definition of Machine Learning? Set and adjust hyperparameters, train and validate the model, and then optimize it. 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. They sift through unlabeled data to look for patterns that can be used to group data points into subsets. Most types of deep learning, including neural networks, are unsupervised algorithms. Unsupervised machine learning can find patterns or trends that people aren’t explicitly looking for. For example, an unsupervised machine learning program could look through on...