Masayu Leylia Khodra

Riset Asesmen SPBE

Masayu Leylia Khodra

Pattern Recognition What & Why

Masayu Leylia Khodra

Materi 01 - Review Machine Learning What, Why, When

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Artificial Neural Network Feed Forward

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Batch & Stochastic Gradient Descent (Perceptron)

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Minimum Risk Bayes Decision Rule

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Bayes Decision Rule

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Perceptron

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Logistic Regression Stochastic Gradient Ascent

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Logistic Regression What & Why

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Classification Task Type

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Knowledge-based Pattern Recognition System

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Introduction What & Why Pattern Recognition

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Review Machine Learning

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Pattern Recognition in Text

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Clustering overview partitioning, hierarchical, and deep clustering.

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Multilabel Classification - Problem Transformation

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Concept Learning Find-S, List-then-eliminate, Candidate Elimination

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Concept Learning

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Kuliah Tamu Real Use Case dari Machine Learning dari Irving A. Hutagalung

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Supervised Learning

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Knowledge-based Agent with Learning

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Classification Applying ANN

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Classification Applying ML - Linear Discriminant & SVM

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RBS - Backward Chaining

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Classification Applying ML - Decision Tree Learning

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RBS - Forward Chaining

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Rule-based System What & Why

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Backpropagation through time (BPTT)

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Long Short-Term Memory (LSTM)

Masayu Leylia Khodra