Courses
Understanding Artificial Intelligence
基本的技能水平
更新 2026年2月TheoryArtificial Intelligence2小时16 videos51 Exercises3,400 XP380K+成就声明
深受数千家公司学员的喜爱
培训2人或以上？
试试DataCamp for Business课程描述
Explore the basics of Artificial Intelligence
AI is transforming our economy, media, industries, and society. Designed for beginners with no coding knowledge required, gain a straightforward introduction to the world of AI.You’ll demystify common AI buzzwords—machine learning, deep learning, generative AI, etc.—in a way that is easy to understand and apply.
Overview of AI applications
We'll journey through AI's practical applications in daily life, discover how organizations can integrate AI, and discuss the societal impact arising from AI's relentless advancement. We’ll explore also tasks that AI can solve, from helping run traffic more smoothly to optimizing booking systems.Upon completion, you'll have a comprehensive understanding of AI's capabilities and its influence on society. The videos contain live transcripts you can reveal by clicking "Show transcript" at the bottom left of the videos.The course glossary, promotional material and detailed learning objectives can be found on the right in the resources section.To obtain CPE credits you need to complete the course and reach a score of 70% on the qualified assessment. You can navigate to the assessment by clicking on the CPE credits callout on the right.
先决条件
本课程没有先修课程要求。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.
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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.
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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.
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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.