Neural Network for Machine Learning | by Geoffrey Hinton | Coursera

Brief Information Course name : Neural Network for Machine Learning Lecturer : Geoffrey Hinton Duration: Syllabus Record Certificate Learning outcome About this course Learn about artificial neural networks and how they’re being used for machine learning, as applied to speech and object recognition, image segmentation, modeling language and human motion, etc. We’ll emphasize both the basic algorithms […]

Kruskal’s Algorithm

Kruskal’s Algorithm Approach: greedy approach Purpose: to find a minimum spanning tree in a weighted graph Example   References Kruskal’s Algorithm | Essay Assignment | Seminar on Advanced Mathematics Spanning Tree | tutorialspoint Kruskal’s Spanning Tree Algorithm | tutorialspoint Prim’s Spanning Tree Algorithm | tutorialspoint

Quicksort

In practice, quicksort outperforms merge sort, and it significantly outperforms selection sort and insertion sort. The average-case running time of quicksort is as good as mergesort’s. That’s because the constant factor hidden in the big-Θ notation for quicksort makes mergesort quite faster than mergesort. Not using additional storage. pivot, split point Example References Overview of quicksort | […]

Studying ‘Differential Equations’

References Second order linear equations | Differential Equations | Khan Academy I learned this topic very easily through this material. I learned how to solve the second order linear homogeneous equations 3 types of the character equation and its general solutions how to solve the second order linear nonhomogeneous equations The method of undetermined coefficients Summary […]

Differential Geometry | MA

Brief Information Name : Differential Geometry 미분기하학 Lecturer : 장정환 Jang Jeonghwan Semester : 2016 Fall Major : BS, Mathematics Textbook O’Neill, B. (2006) Elementary Differential Geometry. Revised 2nd Ed. Academic Press Syllabus : Syllabus_2016-5-2__Differential Geometry.pdf In short The geometry of curves and surfaces Summary  

Number Theory | MA

Brief Information Name : Number Theory 정수론 Lecturer : Taekyun Kim 김태균 Semester : 2016 Fall Major : BS, Mathematics Textbook Burton, D. (2012) Elementary Number Theory. 7th Ed. TMG I used the international edition of this book. (ISBN: 978-007-128919-1) Syllabus : Syllabus_2016-5-2__Number Theory.pdf In short Number theory or, in older usage, arithmetic is a branch of […]

Embedded Operating System (Android) | CS

Brief Information Name : Operating System 운영체제 Lecturer : Ahn Woohyun 안우현 Semester : 2016 Fall Major : BE, Computer Science and Engineering Textbook 박성근 (2014)『이것이 안드로이드다』한빛미디어 김상형 (2016)『안드로이드 프로그래밍 정복 1』한빛미디어 김상형 (2016)『안드로이드 프로그래밍 정복 2』한빛미디어 Syllabus : Syllabus_2016-5-2__Embedded Operating System.pdf In short Programming Android programs Review the Tests Midterm: Know the code routine for a certain […]

Partial Differential Equation | MA

Brief Information Name : Partial Differential Equation 편미분방정식론 Lecturer : Jong-woo Lee 이종우 Semester : 2016 Fall Major : BS, Mathematics Textbook O’Neil, P. V. (2008) Beginning Partial Differential Equations. 2nd Ed. Wiley-Interscience Constanda, C. (2010) Solution Techniques for Elementary Partial Differential Equations. 2nd Ed. Chapman and Hall/CRC Syllabus : Syllabus_2016-5-2__Partial Differential Equation.pdf In short Study partial differential equations. […]