How does machine learning work?

Machine learning is a subset of artificial intelligence that involves training computer algorithms to recognize complex patterns in data without being explicitly programmed. Essentially, it works by feeding large amounts of relevant data into algorithms and letting them learn from the patterns and trends in the data. The algorithms adjust themselves to improve their accuracy and identify underlying relationships between variables, which can then be used to make predictions or identify patterns in new data. As it learns, the algorithm becomes more precise and accurate, and can be trained to perform specific tasks such as image recognition or voice recognition. Machine learning involves several steps, including data preparation, model training, and deployment, and requires expertise in data science, statistics, and programming.

This mind map was published on 17 April 2023 and has been viewed 108 times.