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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 6: Neural Networks, IOT, Deep Learning, Blockchain
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 5: Fuzzy Logic and Machine Learning
Unit 6: Neural Networks, IOT, Deep Learning, Blockchain
Unit 6: Neural Networks, IOT, Deep Learning, Blockchain
Classification
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Clustering
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Introduction to Neural Networks
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Multi-Layer Perceptron
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Advantages and disadvantages of Neural Networks
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Quiz 11
Plant Watering System using Fuzzy Logic
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Fuzzy Logic Development Tool
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Deep Learning
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Deep Learning - Example
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Internet of Things (IOT) and AI
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Introduction to Big Data
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Big Data Overview with IoT and AI
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Tools for Big Data Mining and Analysis
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Blockchain
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Blockchain with AI and IoT
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Quiz 12
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Unit 5: Fuzzy Logic and Machine Learning
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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 5: Fuzzy Logic and Machine Learning