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Principles of Artificial Intelligence (202404-LLecture)
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ITS70304 Principles of Artificial Intelligence MS Teams Link
WhatsApp group for ITS70304 Principles of Artificial Intelligence (April 2024)
Week 1: 22 April - 28 April 2024
Individual Assignment 1
Turnitin for Assignment 1
Slides: Introduction to Artificial Intelligence
Slides: Exploratory Data Analysis (EDA)
Slides: Citations and Referencing with Mendeley
Week 3: 6 - 12 May 2024
Assignment 2
Turnitin for Assignment 2
Slides: Ethical Considerations
Slides: Knowledge Representations in AI
Week 4: 13 - 19 May 2024
Ms Teams for Online Session for Wednesday
Slides: Machine Learning Algorithms
Tutorial / Case Study on Machine Learning Algorithms
Practical Week 4
Data file for Practical Week 4
Practical Week 3 - Sample
Dataset- BankingMarketing.csv
Slides: Data Encoding Techniques in Machine Learning
Week 5: 20 - 26 May 2024
Slides: Random Forest
Slides: Decision Tree
Quiz on Decision Tree and Random Forest
Social Network dataset
Income Dataset
Pearson Correlation and Shapiro Wiki
Practical Exercise: Income and Happiness
Pearson Correlation Coefficient: Parametric Correlation Analysis In Python Using Scipy & Seaborn
ASEAN Data Science Explorers Enablement
Assignment 3
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Course info
Principles of Artificial Intelligence (202404-LLecture)
Lecturer:
Husna Sarirah Husin .
Skill Level
:
Beginner