Artificial Intelligence With Python 简明教程

AI with Python Tutorial

人工智能是机器表现出的智能，与人类表现出的智能形成对比。

Artificial intelligence is the intelligence demonstrated by machines, in contrast to the intelligence displayed by humans.

本教程介绍了人工智能各个领域的的概念，比如人工神经网络、自然语言处理、机器学习、深度学习、遗传算法等等，以及它们在 Python 中的实现。

This tutorial covers the basic concepts of various fields of artificial intelligence like Artificial Neural Networks, Natural Language Processing, Machine Learning, Deep Learning, Genetic algorithms etc., and its implementation in Python.

Audience

本教程对对此主题感兴趣或将其作为课程内容一部份的毕业生、研究生或研究学生有用。读者可以是初学者或高阶学习者。

This tutorial will be useful for graduates, post graduates, and research students who either have an interest in this subject or have this subject as a part of their curriculum. The reader can be a beginner or an advanced learner.

Prerequisites

我们假设读者对人工智能和 Python 编程有基础的了解。他们/她们应该了解 AI 中使用的基本术语，以及一些有用的 Python 包，比如 nltk、OpenCV、pandas、OpenAI Gym 等。

We assume that the reader has basic knowledge about Artificial Intelligence and Python programming. He/she should be aware about basic terminologies used in AI along with some useful python packages like nltk, OpenCV, pandas, OpenAI Gym, etc.