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理解 Artificial Intelligence

基础技能水平
更新时间 2026年6月
了解人工智能基础概念,如机器学习、深度学习、NLP、生成式 AI 等。
免费开始课程
TheoryArtificial Intelligence
2小时
16 视频
49 道练习
3,050 XP
400K+
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课程描述

探索人工智能基础

人工智能正在改变我们的经济、媒体、行业和社会。 专为零编程基础的初学者设计,轻松入门人工智能世界。

你将以易于理解和应用的方式,揭开常见 AI 热门术语的神秘面纱——机器学习、深度学习、生成式 AI 等等。

AI 应用概述

我们将探索人工智能在日常生活中的实际应用,了解组织如何整合人工智能,并讨论人工智能不断发展所带来的社会影响。 我们还将探讨 AI 能够解决的任务,从帮助更顺畅地疏导交通到优化预订系统。

完成后,您将全面了解人工智能的能力及其对社会的影响​. 视频包含实时字幕,您可以通过点击视频左下角的“显示字幕”来查看。课程词汇表、宣传材料和详细学习目标可在右侧资源部分找到。要获得 CPE 学分,您需要完成课程并在合格评估中达到 70% 的分数。 您可以通过点击右侧的 CPE 学分提示进入评估。

先决条件

本课程无先修要求
1

What is Artificial Intelligence (AI)?

Get started with your journey into AI! Artificial Intelligence has rapidly shifted from a purely scientific subject to an umbrella field whose applications and uses are countless as of today, be it in business, industry, or simply as part of our daily lives. You will learn what is AI, what types of problems can be solved using AI, and what are its current limitations. You will also gain a broad understanding of the subareas within AI and its related disciplines.
开始章节
2

Tasks AI can solve

What are the core functions of AI systems and the possibilities each of its areas has to offer? Where does the data that fuels AI systems come from, and how do techniques like machine learning make use of data to solve a variety of problems? This chapter answers these questions and more, unveiling how different forms of AI can acquire data, learn from the data, and interact with its surroundings- be it the physical or digital environment.
开始章节
3

Harnessing AI in Organizations

Get ready to plunge into the exciting world of AI in business and enterprise! This chapter uncovers the fundamental concepts, guidelines, and best practices to build or become an AI-driven organization. Whether it is for equipping your products, services, and projects with a touch of intelligence, or revolutionizing operational processes within your organization, by the end of this chapter, you will understand the essential elements to embrace this technology: from culture to data and infrastructure, to building teams of talented AI professionals. You'll also learn about challenges that may appear along the way and examples of success stories from big companies that learned to make AI a central aspect of their brand.
开始章节
4

The human side of AI

As our thrilling AI journey comes to an end, we delve into the profound connection between AI and its impact on humanity and society. We will explore subjects like AI democratization and responsible AI, encompassing ethics, interpretability, fairness, and safety – all crucial aspects for cultivating AI systems that positively influence our lives. Lastly, we cast our gaze towards the horizon, outlining the exciting prospects and challenges AI presents in shaping a sustainable future.
开始章节
理解 Artificial Intelligence
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