Acerca de este Curso
4.7
145 ratings
34 reviews
本課程分為人工智慧(上)、人工智慧(下)兩部份,第一部分除了人工智慧概論外,著重在目標搜尋、meta heuristic、電腦對弈、演繹學習(包含證言邏輯、一階邏輯及 planning )等技術。這些技術主要發展時機為人工智慧的第一波及第二波熱潮,也就是 1950 年代至 1990 年代附近的主流發展,即使到現在也在各個領域廣為應用。 課程教學目標: 使同學對人工智慧有基礎概念 同學能夠理解如何運用目標搜尋技術及演繹學習方式達成人工智慧 同學能將相關技術應用到自己的問題上...
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Cursos 100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Calendar

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Beginner Level

Nivel principiante

Clock

Sugerido: 6 hours/week

Aprox. 27 horas para completar
Comment Dots

Chinese (Traditional)

Subtítulos: Chinese (Traditional)

Habilidades que obtendrás

Artificial Intelligence (AI)Search AlgorithmA.I. Artificial IntelligenceAlgorithms
Globe

Cursos 100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Calendar

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Beginner Level

Nivel principiante

Clock

Sugerido: 6 hours/week

Aprox. 27 horas para completar
Comment Dots

Chinese (Traditional)

Subtítulos: Chinese (Traditional)

Programa - Qué aprenderás en este curso

1

Sección
Clock
2 horas para completar

Introduction

...
Reading
9 videos (Total: 118 min), 1 reading
Video9 videos
1-2 What is AI16m
1-3 Agents and Environments, PEAS, Environment Type19m
1-4 Different Level Of AI5m
1-5 Wave of AI:Debut, Knowledge Driven, Data Driven6m
1-6 The Classification of Agent, First Wave of AI (Artificial Neural Network)24m
1-7 Second Wave of AI (Expert System)12m
1-8 Third Wave of AI (Some Theory and Principle of Machine Learning)21m
1-9 Conclusion of AI and Machine Learning7m
Reading1 lectura
NTU MOOC 課程問題詢問與回報機制1m

2

Sección
Clock
2 horas para completar

Uninformed search

...
Reading
6 videos (Total: 102 min), 1 quiz
Video6 videos
2-2 Problem Formulation (ii) - Abstraction18m
2-3 Search on Tree and Graph21m
2-4 Uninformed Search (i) - Breadth-First Search, Uniform-Cost Search18m
2-5 Uninformed Search (ii) - Depth-First Search, Depth-Limited Search, Iterative-Deepening Search14m
2-6 Uninformed Search (iii) - Iterative-Deepening Search, Bidirectional Search15m
Quiz1 ejercicio de práctica
Week 218m

3

Sección
Clock
2 horas para completar

Informed search

...
Reading
6 videos (Total: 108 min), 1 quiz
Video6 videos
3-2 Best-First Search (ii) - A* Search16m
3-3 Best-First Search (iii) - Optimality of A*18m
3-4 Memory Bounded Search (i) - Iterative Deepening A*, RBFS21m
3-5 Memory Bounded Search (ii) - RBFS, Simplified Memory-bounded A*20m
3-6 Heuristic - Preformance, Generating Heuristics15m
Quiz1 ejercicio de práctica
Week 320m

4

Sección
Clock
2 horas para completar

Non-classic search

...
Reading
7 videos (Total: 119 min), 1 quiz
Video7 videos
4-2 Steepest Descent19m
4-3 Simulated Annealing13m
4-4 Evolutionary Computation19m
4-5 Non-deterministic Actions - AND-OR Search, Partial Observations (i) - Sensor-less18m
4-6 Partial Observations (ii) - With Sensors11m
4-7 Partial Observations (iii) - Unknown Environments23m
Quiz1 ejercicio de práctica
Week 416m

Instructor

于天立

副教授(Associate Professor)
電機工程學系(Electrical Engineering)

Acerca de National Taiwan University

We firmly believe that open access to learning is a powerful socioeconomic equalizer. NTU is especially delighted to join other world-class universities on Coursera and to offer quality university courses to the Chinese-speaking population. We hope to transform the rich rewards of learning from a limited commodity to an experience available to all. More courses information, the official Facebook Page: https://www.facebook.com/ntumooc2017/...

Preguntas Frecuentes

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

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