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AI-6
General
Unit 1: Intelligence, Foundation and Tools of AI
Unit 2: Knowledge, Logic and Reasoning
Unit 3: Problem solving and Knowledge representation
Unit 4: Knowledge and rule-based Systems
Unit 5: Fuzzy Logic and Machine Learning
Unit 6: Neural Networks, IOT, Deep Learning, Blockchain
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Introduction to AI for IT and Non-IT Professionals 6 (January 2024)
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AI-6
Unit 5: Fuzzy Logic and Machine Learning
General
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About this course
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Course Guidelines
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Frequently Asked Questions
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Requirements for earning a Certificate of Completion
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Pre-Course Survey
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Please click on the Pre-Course Survey and answer the survey questions before you begin the course. It will take approximately five minutes
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Unit 4: Knowledge and rule-based Systems
Unit 6: Neural Networks, IOT, Deep Learning, Blockchain
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Unit 5: Fuzzy Logic and Machine Learning
Unit 5: Fuzzy Logic and Machine Learning
Inference Mechanism
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Fuzzy logic
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Fuzzy Inference Systems
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Case Study Fuzzy Logic
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Natural Language Processing
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How to build NLP pipeline
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Robotics
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Types of Robots
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Quiz 9
What is Learning?
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Learning in AI
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Learning Techniques
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Solving real world problems by learning
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What is Machine Learning?
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Difference between machine learning and artificial intelligence?
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How to Perform Machine Learning
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Supervised Learning
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Unsupervised and Semi-Supervised Learning
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Reinforcement Learning
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Quiz 10
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Unit 4: Knowledge and rule-based Systems
Unit 6: Neural Networks, IOT, Deep Learning, Blockchain
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Main course page
Unit 1: Intelligence, Foundation and Tools of AI
Unit 2: Knowledge, Logic and Reasoning
Unit 3: Problem solving and Knowledge representation
Unit 4: Knowledge and rule-based Systems
Unit 6: Neural Networks, IOT, Deep Learning, Blockchain