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Курс от University of Pennsylvania
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Artificial Intelligence Essentials
Курс от University of PennsylvaniaО курсе
Take a look at artificial intelligence through philosophical and science fiction lenses, and review Python basics. Then explore AI algorithms through studying rational agents and common search algorithms like A* search. Complete short coding assignments in Python.
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Программа курса
4 модулей · 53 учебных материалов
01Module 1: Artificial Intelligence Overview14 материалов
Welcome to Artificial Intelligence Essentials
Introduction to Artificial Intelligence EssentialsВидеоModule 1 Introduction
Module 1 Introduction: Artificial Intelligence OverviewВидеоLesson 1: Artificial Intelligence in Philosophy
AI in Philosophy IВидеоAI in Philosophy IIВидеоArtificial General IntelligenceВидео02Module 2: Task Environment and Python Review13 материалов
Module 2 Introduction
Module 2 Introduction: Task Environments & Python ReviewВидеоLesson 1: Rational Agents
Rational Agents IВидеоRational Agents IIВидеоPractice Learning Check - Rational AgentsЗадание03Module 3: Uninformed Search14 материалов
Module 3 Introduction
Module 3 Introduction: Uninformed SearchВидеоLesson 1: Intro to Search Problems
Search Problems IВидеоSearch Problems IIВидеоWhy Do We Care About Search?ВидеоPractice Learning Check - Intro to Search ProblemsЗадание04Module 4: Informed Search12 материалов
Module 4 Introduction
Module 4 Introduction: Informed SearchВидеоOpt-in to Penn Engineering Online CommunicationsЧтениеLesson 1: Uniform-cost Search & Heuristic Functions
Uniform-cost SearchВидеоHeuristic FunctionsВидеоPractice Learning Check - Uniform-cost Search & Heuristic FunctionsЗаданиеLesson 2: Greedy Best First Search & Intro to A* Search
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Chris Callison-Burch
Associate Professor