What is Machine Learning?

Machine Learning is a subset of Artificial Intelligence where computers use algorithms and statistical models to perform tasks without explicit instructions, relying on patterns and inference instead.

What is a Neural Network?

A Neural Network is a series of algorithms that endeavors to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates.

What is Natural Language Processing (NLP)?

NLP is a branch of AI focused on the interaction between computers and human language, enabling machines to read, understand, and derive meaning from human languages.

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FastAPI for ML Models in AI & Artificial Intelligence

Master the creation of robust AI APIs. Learn how to use Pydantic for strict input validation, implement efficient model loading at startup, and leverage FastAPI's asynchronous capabilities to build prediction endpoints that scale to thousands of users.

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