aafaqcsGCET KASHMIRDEPARTMENT OF CSE
Dr. Aafaq Mohi Ud Din
Preparing for GATE DA 2027? The full Machine Learning series is free on YouTube, built on real data.

Video courses › GATE DA · ML

GATE DA 2027 · Machine Learning

The full Machine Learning section of the GATE DA syllabus, in 20 visual lectures built on real data, with GATE-style questions in every video.

4 of 20 lectures published

ML 01What is Machine Learning?10:12 · real data · supervised vs unsupervised · GATE-style MSQ
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ML 02Simple Linear Regression10:10 · least squares · formulas · R² · NAT + MSQ
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ML 03Multiple Linear Regression9:15
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ML 04Gradient Descentcoming soon
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ML 05Bias-Variance Trade-off8:06
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ML 06Ridge Regressioncoming soon
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ML 07Cross-Validation (k-fold, LOO)coming soon
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ML 08Logistic Regressioncoming soon
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ML 09k-Nearest Neighbourcoming soon
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ML 10Naive Bayescoming soon
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ML 11Linear Discriminant Analysiscoming soon
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ML 12Support Vector Machinecoming soon
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ML 13Decision Treescoming soon
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ML 14Perceptron to Multi-layer Perceptroncoming soon
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ML 15Feed-forward Neural Networkcoming soon
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ML 16k-Means & k-Medoidscoming soon
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ML 17Hierarchical Clusteringcoming soon
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ML 18Principal Component Analysiscoming soon
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ML 19ML Revision: all formulascoming soon
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ML 20ML PYQ Marathoncoming soon
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