BioInformatics
About Course
About the instructor
My name is Nurzhan Amantay, I'm a software developer and researcher from Kazakhstan. At the moment, I'm studying and working in Turkey. I'm a passionate software developer, currently working with Java EE. I created this blog to share some of my thoughts and experience with programming. To be honest, I'm no expert, but we all have something good to share. Besides, we learn much more by teaching what we know.
Course Curriculum
Slides
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0 Intro
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2 Genomik ve ötesi
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3 Sequence Alignment
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4 Sequence Alignment
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5 Multiple Alignment
Homework 1
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Homework [zip file]
Homework 1 (My Solution)
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Homework 1 (My Solution)
My notes in class room
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Bio Lecture Notes
(1 Week) 12.02.2020
(2 Week) 19.02.2020
(3 Week) 26.02.2020
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Draft Lesson
(4 week) 4.03.2020
(5 Week) 11.03.2020
COVID-19 (18,25/03/2020)
Slides
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Perceptron
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Optimization and Learning Rules
Perceptron Project for Testing [Jupyter Notebook]
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.ipynb [Jupyter Notebook Project]
(8 Week) 1.04.2020
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Lecture [1.04.2020]
(9 Week) 8.04.2020
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Lecture [8.04.2020]
(10 Week) FFNN (Feed Forward Neural Network) [15.04.2020]
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Slide
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Blackboard Lecture
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Homework [for researching]
(11 Week) 22.04.2020
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Blockboard Lecture
Slides
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Lecture Slides
(12 Week) 29.04.2020
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Blackboard Lecture
(13 Week) 06.05.2020 (DERS TELAFİSİ YAPILACAK)
(14 Week) 13.05.2020
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Blackboard Lecture
(15 Week) 20.05.2020
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Blackboard Lecture
Homework 2
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Homework 2 Explanation
LeNet Project [Jupyter Notebook]
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.ipynb project [LeNet]
(16 Week) 27.05.2020
(17 Week) 3.06.2020
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Draft Lesson
CNN
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LeNet (AvgPool2D)
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AlexNet (MaxPooling2D)
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FInal Project (Our Solution)