Sage Publications

AI and Machine Learning Essentials

Sage Publications

AI and Machine Learning Essentials

Sage Instructors

Instructor: Sage Instructors

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

5 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

5 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Identify key concepts in AI and machine learning

  • Understand AI's impact on business and society

  • Evaluate the ethical and societal implications of AI

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Recently updated!

June 2026

Assessments

6 assignments

Taught in English

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There are 6 modules in this course

This module examines the definitions and characteristics of intelligence in both humans and machines, distinguishing between narrow and general forms of artificial intelligence. Learners will explore real-world examples, such as smart speakers and chatbots, and discover how experts evaluate and measure AI capabilities. The module also addresses the challenges in recognizing and defining artificial general intelligence (AGI).

What's included

1 video5 readings1 assignment

This module traces the origins and evolution of artificial intelligence, from its philosophical roots to its establishment as a scientific discipline. Learners will discover key milestones, influential figures, and the interdisciplinary nature of AI's development. By understanding this historical context, students will gain insight into how past ideas shape current AI technologies.

What's included

1 video3 readings1 assignment

This module introduces the foundational principles of artificial intelligence and machine learning, including key concepts, mathematical representations, and real-world applications such as computer vision, natural language processing, and intelligent automation. Learners will explore how machines are taught to learn, the challenges of building intelligent systems, and the role of deep learning in advancing AI capabilities.

What's included

1 video9 readings1 assignment

This module explores the transformative impact of artificial intelligence across home automation, transportation, and business operations. Learners will discover how AI technologies are reshaping daily life, revolutionizing industries, and streamlining processes from logistics to human resources. Real-world examples illustrate both the opportunities and challenges presented by AI integration.

What's included

1 video9 readings1 assignment

This module explores the complex challenges posed by artificial intelligence, including ethical dilemmas, control issues, and the effectiveness of regulatory frameworks. Learners will examine real-world and hypothetical scenarios to understand the risks and consequences of AI deployment in sectors like healthcare and business. The module also discusses the roles of regulators and businesses in ensuring responsible AI governance.

What's included

1 video4 readings1 assignment

This module explores diverse perspectives on the future of artificial intelligence, drawing from both expert analysis and speculative fiction. Learners will compare predictions from scientists, academics, and futurologists, and assess the potential societal impacts of AI advancements.

What's included

1 video3 readings1 assignment

Instructor

Sage Instructors
Sage Publications
12 Courses2 learners

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