Search result for Courses taught by 于天立
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人工智慧：搜尋方法與邏輯推論 (Artificial Intelligence - Search & Logic)
by 于天立- 4.8
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Approx. 19 hours to complete
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 Introduction 1-1 History of AI：TuringTest and Its Application, Chinese Room Argument 1-2 What is AI 1-3 Agents and Environments, PEAS, Environment Type 1-4 Different Level Of AI 1-5 Wave of AI：Debut, Knowledge Driven, Data Driven 1-6 The Classification of Agent, First Wave of AI (Artificial Neural Network)...
人工智慧：機器學習與理論基礎 (Artificial Intelligence - Learning & Theory)
by 于天立- 4.6
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Approx. 12 hours to complete
本課程第二部分著重在和人工智慧密不可分的機器學習。課程內容包含了機器學習基礎理論（包含 1990 年代發展的VC理論）、分類器（包含決策樹及支援向量機）、神經網路（包含深度學習）及增強式學習（包含深度增強式學習。 此部份技術包含最早追溯至 1950 年代直到最近 2016 年附近的最新發展。此課程從基礎理論開始，簡介了各機器學習主流技法以及從淺層學習架構演變到最近深度架構的轉換。 本課程之核心目標為： （一）使同學對人工智慧相關的機器學習技術有基礎概念 （二）同學能夠理解機器學習基礎理論、分類器、神經網路、增強式學習 （三）同學能將相關技術應用到自己的問題上 修課前，基礎背景知識： 需要的先備知識：計算機概論 建議的先備知識：資料結構與演算法 Concept learning 1-1 Brief Introduction to Machine Learning, Learning from Example 1-2 Hypotheses ,Relation between Instance Space and Hypotheses 1-3 The Find-S Algorithm 1-4 Version Space and The List-Then Eliminate Algorithm 1-5 The Candidate Elimination Algorithm...
Top Online Courses and Specializations | Coursera
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Find Courses and Specializations from top universities like Yale, Michigan, Stanford, and leading companies like Google and IBM. Join Coursera for free and transform your career with degrees, certificates, Specializations, & MOOCs in data science, computer science, business, and dozens of other topics....
Coursera | Online Courses & Credentials From Top Educators. Join for Free
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Learn online and earn valuable credentials from top universities like Yale, Michigan, Stanford, and leading companies like Google and IBM. Join Coursera for free and transform your career with degrees, certificates, Specializations, & MOOCs in data science, computer science, business, and dozens of other topics....
Course Definition & Meaning - Merriam-Webster
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course: [noun] the act or action of moving in a path from point to point....
Free Online Courses | Stanford Online
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Free Online Courses. Our free online courses provide you with an affordable and flexible way to learn new skills and study new and emerging topics. Learn from Stanford instructors and industry experts at no cost to you....
Online Courses - Learn Anything, On Your Schedule | Udemy
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Udemy is an online learning and teaching marketplace with over 185,000 courses and 49 million students. Learn programming, marketing, data science and more....
Courses » Academics | Boston University
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Courses. The listing of a course description here does not guarantee a course’s being offered in a particular semester. Please refer to the published schedule of classes on the Student Link for confirmation a class is actually being taught and for specific course meeting dates and times....
Courses | Learn WordPress
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These courses will help you find your feet in the project and help you get involved in the mission to democratize publishing. Polyglots Contributor Training. Translation is a great way to contribute to WordPress if you understand English and another language....
Courses - Colorado Motorcycle Academy
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Our basic courses are for those who have never ridden a motorcycle before, have less than approximately 40 total hours of riding, or haven’t seen the seat in a while and want a refresher. These courses are perfect for beginners to learn how to be safe on the road while riding....
Golf Longmont | City of Longmont, Colorado
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Adult and youth instruction is available at our municipal courses and through the Recreation Services department. City of Longmont Recreation Services has two summer golf camps, and drop-in group lessons are available at Twin Peaks and Ute Creek. For more information about instructional offerings, call Ute Creek's Tray Shehee (303-875-5050) or ....
