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Knowledge Based Artificial Intelligence

Track :

Programming

Lessons no : 98

For Free Certificate After Complete The Course

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What will you learn in this course?
  • Develop and implement knowledge-based AI systems for expert decision support and problem-solving in various domains
  • Apply knowledge representation techniques to encode expert knowledge effectively in AI applications
  • Design and develop expert systems using rule-based, semantic, and frame-based approaches for real-world problem solving
  • Evaluate the performance and accuracy of knowledge-based AI systems in practical scenarios and decision-making processes
  • Integrate knowledge acquisition and learning methods to update and refine AI knowledge bases dynamically
  • Utilize inference engines to derive conclusions and support reasoning within knowledge-based AI systems
  • Implement knowledge management strategies to organize, store, and retrieve expert knowledge efficiently
  • Analyze ethical considerations and limitations of knowledge-based AI systems in sensitive decision-making contexts
  • Apply logical reasoning and deduction techniques to enhance the decision-making capabilities of AI systems
  • Develop knowledge-based AI applications for healthcare, finance, and industrial automation sectors
  • Use knowledge engineering tools to build, test, and maintain expert systems effectively
  • Identify challenges in knowledge acquisition, representation, and reasoning in AI development
  • Implement user interfaces for knowledge-based AI systems to improve usability and interaction
  • Assess the impact of knowledge-based AI on business processes and organizational decision-making
  • Apply best practices for maintaining and updating knowledge bases to ensure system relevance and accuracy
  • Explore emerging trends and innovations in knowledge-based artificial intelligence for future applications

How to Get The Certificate

  • You must have an account Register
  • Watch All Lessons
  • Watch at least 50% of Lesson Duration
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  • You can Register With Any Course For Free
  • The Certificate is free !
Lessons | 98
Preview Georgia Tech KBAI Part 4
00:00:44

Preview Georgia Tech KBAI Part 4
Exercise Similarity Ratings Quiz Georgia Tech KBAI Part 4
00:00:16

Exercise Similarity Ratings Quiz Georgia Tech KBAI Part 4
Exercise Similarity Ratings Quiz Solution Georgia Tech KBAI Part 4
00:02:14

Exercise Similarity Ratings Quiz Solution Georgia Tech KBAI Part 4
Cases Revisited Georgia Tech KBAI Part 4
00:02:30

Cases Revisited Georgia Tech KBAI Part 4
Need for Cross Domain Analogy Georgia Tech KBAI Part 4
00:03:32

Need for Cross Domain Analogy Georgia Tech KBAI Part 4
Spectrum of Similarity Georgia Tech KBAI Part 4
00:02:00

Spectrum of Similarity Georgia Tech KBAI Part 4
Process of Analogical Reasoning Georgia Tech KBAI Part 4
00:02:20

Process of Analogical Reasoning Georgia Tech KBAI Part 4
Analogical Retrieval Georgia Tech KBAI Part 4
00:03:04

Analogical Retrieval Georgia Tech KBAI Part 4
Three Types of Similarity Georgia Tech KBAI Part 4
00:01:35

Three Types of Similarity Georgia Tech KBAI Part 4
Exercise Analogical Retrieval I Quiz Georgia Tech KBAI Part 4
00:00:21

Exercise Analogical Retrieval I Quiz Georgia Tech KBAI Part 4
Exercise Analogical Retrieval I Quiz Solution Georgia Tech KBAI Part 4
00:01:10

Exercise Analogical Retrieval I Quiz Solution Georgia Tech KBAI Part 4
Exercise Analogical Retrieval II Quiz Georgia Tech KBAI Part 4
00:00:48

Exercise Analogical Retrieval II Quiz Georgia Tech KBAI Part 4
Exercise Analogical Retrieval II Quiz Solution Georgia Tech KBAI Part 4
00:00:58

Exercise Analogical Retrieval II Quiz Solution Georgia Tech KBAI Part 4
Analogical Mapping Georgia Tech KBAI Part 4
00:02:09

Analogical Mapping Georgia Tech KBAI Part 4
Exercise Analogical Mapping Quiz Georgia Tech KBAI Part 4
00:00:17

Exercise Analogical Mapping Quiz Georgia Tech KBAI Part 4
Exercise Analogical Mapping Quiz Solution Georgia Tech KBAI Part 4
00:01:26

Exercise Analogical Mapping Quiz Solution Georgia Tech KBAI Part 4
Analogical Transfer Georgia Tech KBAI Part 4
00:01:59

Analogical Transfer Georgia Tech KBAI Part 4
Exercise Analogical Transfer Quiz Georgia Tech KBAI Part 4
00:00:18

Exercise Analogical Transfer Quiz Georgia Tech KBAI Part 4
Exercise Analogical Transfer Quiz Solution Georgia Tech KBAI Part 4
00:03:12

Exercise Analogical Transfer Quiz Solution Georgia Tech KBAI Part 4
Evaluation and Storage in Analogical Reasoning Georgia Tech KBAI Part 4
00:01:14

Evaluation and Storage in Analogical Reasoning Georgia Tech KBAI Part 4
Design by Analogy Georgia Tech KBAI Part 4
00:01:58

Design by Analogy Georgia Tech KBAI Part 4
Design by Analogy Retrieval Georgia Tech KBAI Part 4
00:01:17

Design by Analogy Retrieval Georgia Tech KBAI Part 4
Design by Analogy Mapping Transfer Georgia Tech KBAI Part 4
00:05:03

Design by Analogy Mapping Transfer Georgia Tech KBAI Part 4
Design by Analogy Evaluation Storage Georgia Tech KBAI Part 4
00:01:43

Design by Analogy Evaluation Storage Georgia Tech KBAI Part 4
Advanced Open Issues in Analogy Georgia Tech KBAI Part 4
00:02:56

Advanced Open Issues in Analogy Georgia Tech KBAI Part 4
Assignment Analogical Reasoning Georgia Tech KBAI Part 4
00:00:29

Assignment Analogical Reasoning Georgia Tech KBAI Part 4
Wrap Up Georgia Tech KBAI Part 4
00:01:09

Wrap Up Georgia Tech KBAI Part 4
The Cognitive Connection Georgia Tech KBAI Part 4
00:00:45

The Cognitive Connection Georgia Tech KBAI Part 4
Final Quiz Georgia Tech KBAI Part 4
00:00:03

Final Quiz Georgia Tech KBAI Part 4
Final Quiz Quiz Solution Georgia Tech KBAI Part 4
00:00:02

Final Quiz Quiz Solution Georgia Tech KBAI Part 4
Preview Georgia Tech KBAI Part 4
00:01:06

Preview Georgia Tech KBAI Part 4
Incremental Concept Learning Revisited Georgia Tech KBAI Part 4
00:03:50

Incremental Concept Learning Revisited Georgia Tech KBAI Part 4
Abstract Version Spaces Georgia Tech KBAI Part 4
00:01:37

Abstract Version Spaces Georgia Tech KBAI Part 4
Visualizing Version Spaces Georgia Tech KBAI Part 4
00:03:13

Visualizing Version Spaces Georgia Tech KBAI Part 4
Example Food Allergies I Georgia Tech KBAI Part 4
00:01:40

Example Food Allergies I Georgia Tech KBAI Part 4
Example Food Allergies II Georgia Tech KBAI Part 4
00:01:59

Example Food Allergies II Georgia Tech KBAI Part 4
Example Food Allergies III Georgia Tech KBAI Part 4
00:01:36

Example Food Allergies III Georgia Tech KBAI Part 4
Example Food Allergies IV Georgia Tech KBAI Part 4
00:02:05

Example Food Allergies IV Georgia Tech KBAI Part 4
Example Food Allergies V Georgia Tech KBAI Part 4
00:00:54

Example Food Allergies V Georgia Tech KBAI Part 4
Version Spaces Algorithm Georgia Tech KBAI Part 4
00:01:59

Version Spaces Algorithm Georgia Tech KBAI Part 4
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A knowledge-based system (KBS) is a form of artificial intelligence (AI) that aims to capture the knowledge of human experts to support decision-making. Examples of knowledge-based systems include expert systems, which are so called because of their reliance on human expertise.