The Data Scientistโ€™s Toolbox | Data Science Specialization | Coursera | Course

Brief Information Name : The Data Scientist’s Toolbox (the 1st course of Data Science Specialization in Coursera) Lecturer ๐Ÿ˜•Jeff Leek Course ๐Ÿ˜•Data Science Specialization in Coursera Syllabus ๐Ÿ˜•Syllabus__Data Scientist’s Toolbox In short In this course you will get an introduction to the main tools and ideas in the data scientists toolbox. The course gives an […]

Vector Calculus and Exercises | LA | Course

Brief Information Name : Vector Calculus and Exercises Lecturer : ๊ฐ•์˜์˜ฅ Semester : 2014 Winter Course :?Liberal arts Textbook ์†ก์˜๊ถŒ, ์†กํ˜•์ˆ˜, ์ด์ข…์šฐ, ์ดํฅ์ˆ˜, ์ง€์€์ˆ™, ํ—ˆ๋ฏผ (2009) ๋ฒกํ„ฐํ•ด์„. ๊ต์šฐ์‚ฌ Thomas, G., B. (2006) ๋ฏธ๋ถ„์ ๋ถ„ํ•™. 11 Ed. ์ž์œ ์•„์นด๋ฐ๋ฏธ Syllabus ๐Ÿ˜•Syllabus__Vector Calculus and Exercises In?short This lecture focused on understanding vector calculus by intuition rather than?by?strict?mathematical proof. Vector […]

Mathematical Statistics 1 | MA | Course

Brief Information Name : Mathematical statistics 1 Lecturer : ์ง€์€์ˆ™ Semester : 2014 Fall Course : BM. Mathematics Textbook : ์—ฌ์ธ๊ถŒ, ์†ก๋ฌธ์„ญ, ํ—ˆ๋ฌธ์—ด?(2009) ์ด๋ก ํ†ต๊ณ„. ๋ฐ•์˜์‚ฌ Syllabus [link] In?short Introduction to Statistics. 2-semester course: ?Mathematical statistics 1 and?Mathematical statistics 2 Trace lectures Assignments None Summarize?themes [After mid-term exam] t-distribution F-distribution Desirable characteristics of estimators Bias Small […]

Programming Language | CS | Course

Brief Information Name : Programming language Lecturer : ์ตœ๊ฐ•์ž„ Semester : 2014 Fall Course : BE. Computer Science and Engineering Textbook :?Kathy Sierra and Bert Bates (2005)?Head First Java. 2nd Ed.?O’Reilly Media Syllabus [link] In?short Introduction to Java programming language after learning C++ Trace lectures Listing themes I learned in the lecture in time order. […]

Data Structure | CS | Course

Brief Information Name : Data structure Lecturer : Park Byung-Joon Semester : 2014 Fall Course : BE. Computer Science and Engineering Textbook :?Michael Main and Walter Savitch (2010)?Data Structures and Other Objects Using C++. 4th Ed.?Prentice Hall Syllabus [link] Trace lectures Listing themes I learned in the lecture in time order. Assignments Implement the dynamic […]

Numerical Analysis 1 | MA | Course

Brief Information Name : Numerical Analysis 1 Lecturer : Lee Jin-woo Semester : 2014 Fall Course : BS, Mathematics Textbook Sauer, T. (2011)?Numerical Analysis. 2nd Ed. Pearson Klein, P., N. (2013) Coding the Matrix: Linear Algebra through Applications to Computer Science. 1st Ed.? Newtonian Press Syllabus [link] Trace lectures Listing themes I learned in the […]

Digital Image Processing | CS | Course

Brief Information Name : Digital Image Processing Lecturer : Lee Yun-Gu Semester : 2014 Fall Course : BE. Computer Science and Engineering Textbook : Gonzalez, R., C. and Woods, R., E. (2007) Digital Image Processing. 3rd E. Prentice Hall. Syllabus [link] Trace lectures Listing themes I learned in the lecture in time order. Image compression […]

Algorithm| CS | Course

Brief Information Name : Algorithm Lecturer : Kim Yonghyuk Semester : 2014 Fall Course : BE. Computer Science and Engineering Trace lectures Listing themes I learned in the lecture in time order. Evaluation of algorithms: Big O, Small o, Omega $latex Omega$ notation Computation of Complexity Algorithm design techniques Divide and Conquer “Divide recursively?an instance […]