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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MLOps Capstone Project in AI & Artificial Intelligence

Learn about MLOps Capstone Project in this comprehensive AI & Artificial Intelligence tutorial. The MLOps Capstone is your final examination. You will design and implement a full CI/CD pipeline for a real machine learning model. This includes DVC for data, GitHub Actions for automation, Docker for serving, and Prometheus for monitoring. You will prove you can move a model from a notebook to a global production environment with zero human intervention.

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