К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Decoding AI: A Deep Dive into AI Models and Predictions · LearnSpace
Назад в каталог
courseraАнализ данных

Decoding AI: A Deep Dive into AI Models and Predictions

Курс от University of Michigan
Начальный≈ 10.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Decoding AI: A Deep Dive into AI Models and Predictions explores the significance of large datasets, demystifies generative artificial intelligence (AI), and challenges common media myths about AI. By defining key terms and exploring how systems “learn” from data, you will gain a baseline understanding of how AI works. Work to understand different critiques of AI narratives, learn to navigate conversations with precision, discern conflicts of interest, and appreciate the multidisciplinary expertise needed to shape AI's impact on society. This course provides you with the strategies and frameworks to engage in better conversation about the role of AI in your work and beyond. This is the third course in Understanding Data: Navigating Statistics, Science, and AI Specialization, in which you’ll gain a core foundation for statistical and data literacy and gain an understanding of the data we encounter in our everyday lives.

Навыки, которые вы освоите

Model EvaluationGenerative AIModel TrainingArtificial IntelligenceData LiteracyDiscussion FacilitationBig DataDiversity AwarenessSocial ImpactResponsible AIPredictive ModelingAI literacyData AnalysisMachine LearningData-Driven Decision-MakingData Ethics

Программа курса

4 модулей · 42 учебных материалов

01Welcome, Introduction and What Does "Artificial Intelligence" Really Mean?14 материалов

Introduction

Welcome to What Does "Artificial Intelligence" Really Mean?ВидеоMeet Your InstructorЧтениеCourse SyllabusЧтениеMeet Your Fellow Global LearnersОбсуждение

Учитесь у экспертов

Elle O'Brien

Lecturer IV & Research Investigator

Decoding AI: A Deep Dive into AI Models and Predictions
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 10.1 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский, Казахский, Венгерский

Часть программы вашего университета
Help Us Learn About You Чтение

Lectures

How Did We Get Here? One AI Origin StoryВидеоArtificial Intelligence TerminologyВидеоPart I: How Does a Machine "Learn"? ВидеоPart II: How Does a Machine "Learn"? ВидеоWhat is Generative AI?ВидеоA Lens to Take With UsВидео

Module 1: Practice Quiz and Supplemental Readings

Module 1 Practice QuizЗаданиеModule 1 Suggested ReadingsЧтение

Bibliography: What Does "Artificial Intelligence" Really Mean?

Module 1 BibliographyЧтение
02How Do Machine Learning Systems Work?9 материалов

Lectures

Introduction to How Do Machine Learning Systems WorkВидеоIngredients of Machine Learning Part I: DataВидеоIngredients of Machine Learning Part II: ModelsВидеоIngredients of Machine Learning Part III: EvaluationВидеоHow Do We Know if a Machine Learning System is Useful?ВидеоMore Usefulness QuestionsВидео

Module 2: Practice Quiz and Supplemental Readings

Module 2 Ungraded QuizЗаданиеModule 2 Suggested ReadingsЧтение

Bibliography: How Do Machine Learning Systems Work?

Module 2 BibliographyЧтение
03The Limits of Data and Prediction8 материалов

Lectures

Introduction to Putting AI Into PracticeВидеоThe Why in AIВидеоCase Study: Predicting SepsisВидеоCase Study: The Fragile Families StudyВидеоDoes the Model Match the Problem?Видео

Weekly Activity and Assignment

Module 3 Ungraded QuizЗаданиеModule 3 Suggested ReadingsЧтение

Bibliography: The Limits of Data and Prediction

Module 3 BibliographyЧтение
04 How to Have Better Conversations About AI11 материалов

Lectures

Introduction to How to Have Better Conversations About AIВидеоWhy is Talking About AI So Hard?ВидеоWhat Can Go Wrong Telling Stories About AI?ВидеоAvoid Thought-terminating ClichesВидеоCourse Recap: Decoding AIВидео

Discussion, Practice Quiz and Supplemental Readings

Reflect and Respond to a News StoryОбсуждениеModule 4 Ungraded QuizЗаданиеModule 4 Suggested ReadingsЧтение

Bibliography: How to Have Better Conversations About AI

Module 4 BibliographyЧтение

Course Wrap Up

Comprehensive Course ExamЗаданиеPost-Course SurveyЧтение