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Artificial Intelligence Laboratory

Department of Computer Engineering at Dongguk University

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Home / Course / 2020-1 Machine Learning

2020-1 Machine Learning

 

Date Lecture
Week 1 Course Introduction
Week 2 Python and Libraries
Week 3 Machine Learning Concepts
Week 4 Supervised Learning, Gradient Descent
Week 5 Logistic Regression
Week 6 Decision trees, Bayesian Classifier
Week 7 k-NN, Multilayer Neural Network
Week 8 Data Preprocessing
Week 9 Performance Evaluation, Ensemble Methods
Week 10 Learning from Text Data
Week 11 Unsupervised Learning
Week 12 Deep Learning and TensorFlow
Week 13 Deep Learning and TensorFlow 2
Week 14 Reinforcement Learning

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