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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
Artificial Intelligence
Internal Assessment
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OGA454X0: Introduction to Machine Learning and AI
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Available PG Courses under Science
Ocean Geomatics with AI
OGA454X0: Introduction to Machine Learning and AI
Regression Analysis
Simple Linear Regression Tutorial
Simple Linear Regression Tutorial
E8TKDOJgrYc
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https://youtu.be/E8TKDOJgrYc
link to open resource.
◄ Simple Linear Regression
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Simple Linear Regression
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
Data loading and plotting
Linear Regression
Logistic Regression
Searching techniques in AI
Class Test - 1 (10-06-2026)
Predict Price of a car ►