EEE 450--- Introduction to Machine Learning

Izmir Katip Çelebi University, Faculty of Engineering and Architecture

Fall 2019

 

Week Lecture Notes Supplementary Material Important Dates
#1(19/09/2019) Lecture#0: Course Introduction --- ---
#2(26/09/2019) Lecture#1: Introduction to AI
Lecture#2: Data and Learning
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#3 (3/10/2019) Lecture#3: Text Classification Naive Bayes Algorithm Supplementary Notes ---
#4(10/10/2019) Lecture#4: Numerical Regression

Mining of Massive Datasets

Homework Assignment#1
#5 (17/10/2019) Lecture#5: Decision Support

Mining of Massive Datasets

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#6(24/10/2019) Lecture#6: Kernel Methods and Support Vector Machines

Mining of Massive Datasets

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#7(31/10/2019) Midterm Review --- Homework Assignment#1 Due!
#8 (7/11/2019) Midterm Week --- ---
#9(14/11/2019) Lecture#7: Artificial Neural Networks

Mining of Massive Datasets

Deep Learning

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#10(21/11/2019) Lecture#8: Deep Learning

Deep Learning

Ensemble Learning Tutorial

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#11(28/11/2019) Lecture#9: Ensemble Learning --- ---
#12(5/12/2019) Lecture#10: Genetic Algorithms Genetic Algorithms Tutorial ---
#13(12/12/2019) Final Review --- Homework Assignment#2 Due!
#14(19/12/2019) Project Presentations --- Term Project Submission!