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OGA454X0: Introduction to Machine Learning and AI
General
Regression Analysis
Logistic Regression
Unsupervised Learning: Clustering
Classification
Versatile Machine Learning Method
Fuzzy Logic system
Python Code
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OGA454X0: Introduction to Machine Learning and AI
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Ocean Geomatics with AI
OGA454X0: Introduction to Machine Learning and AI
Python Code
Data loading and plotting
Data loading and plotting
Code -
https://colab.research.google.com/drive/1p5MIKngfrOB5gLOrq3-dbj-25k6NGPlG?usp=sharing
Last modified: Tuesday, 12 May 2026, 9:56 AM
◄ Fuzzy Logic and Fuzzy Set theory
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Simple Linear Regression
Simple Linear Regression Tutorial
Predict Price of a car
Multi-linear Regression Tutorial
Multiple Linear Regression PPT and Code
Kaggle link: Multiple Linear Regression - Housing Case Study
PPT, Notes and Code
Assignment: Student's result
Clustering Introduction
k-Means Clustering
mtcars Clustering
Credit Card Data Clustering
Decision Tree
Decision Tree
Naive Bayes Classification
Support Vector Machine
Fuzzy Logic and Fuzzy Set theory
Linear Regression
Logistic Regression
Linear Regression ►