Week
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Topics
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Teaching and Learning Methods and Techniques
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Study Materials
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1. Week
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Concept Learning and Classification
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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2. Week
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Introduction to Machine Learning
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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3. Week
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Machine Learning in Brief
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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4. Week
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Designing a BC program
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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5. Week
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Induction learning
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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6. Week
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Decision Trees
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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7. Week
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Learning rule
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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8. Week
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Linear models
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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9. Week
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Design problems in BC
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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10. Week
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Sensors and Artificial Neural Networks
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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11. Week
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Probabilistic reasoning
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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12. Week
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Bayesian Learning
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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13. Week
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Unsupervised Learning
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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14. Week
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Deep Learning
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Problem Solving Brainstorming Problem Based Learning
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Practice (Teaching Practice, Music/Musical Instrument Practice, Statistics, Laboratory, Field Work, Clinic and Polyclinic Practice)
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