The AI Journey: A Beginner’s Guide to Artificial Intelligence

本文介绍了人工智能的基础,包括机器学习的三大组件:数据、算法和模型。重点讨论了监督学习、无监督学习、强化学习和深度学习的区别,并探讨了线性回归和逻辑回归在实际应用中的作用。

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作者:禅与计算机程序设计艺术

1.背景介绍

Artificial Intelligence (AI) is the field of computer science that aims to create intelligent machines that can learn, think like humans, make decisions, and interact with other systems. It has applications in fields such as robotics, image processing, natural language understanding, and medical diagnosis.

The first introduction to artificial intelligence was done by Alan Turing in his paper “Computing Machinery and Intelligence” in 1950. Since then, there have been many advancements in AI research. Over the years, it has evolved from being a scientific discipline into an industry-driven field with multiple companies building products based on its techniques.

Today, AI is being used across a

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