Subject Details
Dept     : CSE
Sem      : 6
Regul    : R2023
Faculty : SHOBANA M
phone  : 9999999999
E-mail  : shobivsm.m.cse@snsct.org
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Lecture Notes

UNIT 1:
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Introduction
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ML Pipeline
pdf
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Key ML Concepts
pdf
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Applications of ML
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Dataset types
pdf
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Train/Test split
pdf
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Features & Labels Ethical considerations
pdf
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Features & Labels Ethical considerations
UNIT 2:
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Linear Regression
pdf
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Regression
pdf
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Polynomial Regression
pdf
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Logistic Regression
pdf
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Logistic Regression
pdf
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KNN
pdf
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Decision Tree
pdf
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Naive Bayes
pdf
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Underfitting-Cross-Validation-Bias-Variance Tradeoff
UNIT 3:
pdf
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Support Vector Machine
pdf
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Random Forest - Unit 3
pdf
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Ensemble Methods-Bagging
pdf
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PCA
pdf
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Dimensionality Reduction