Scientific Computing: Closing 科學計算：結語

Slides:

Advertisements

Similar presentations

Feature Selection for Pattern Recognition J.-S. Roger Jang ( 張智星 ) CSIE Dept., National Taiwan University ( 台灣大學資訊工程系 )

Advertisements

Internal Rate of Return 內部報酬率張智星 (Roge Jang) 台大資工系多媒體檢索實驗室.

Dynamic Time Warping (DTW)

Experiments with MATLAB Experiments with MATLAB Google PageRank Roger Jang ( 張智星 ) CSIE Dept, National Taiwan University, Taiwan

Collaborative Filtering in iCAMP Max Welling Professor of Computer Science & Statistics.

EE491D Special Topics in Communications Adaptive Signal Processing Spring 2005 Prof. Anthony Kuh POST 205E Dept. of Elec. Eng. University of Hawaii Phone:

Scientific Computing 科學計算 Roger Jang ( 張智星 ) CSIE Dept, National Taiwan University.

Machine Learning Usman Roshan Dept. of Computer Science NJIT.

PCA & LDA for Face Recognition

CEN 592 PATTERN RECOGNITION Spring Term CEN 592 PATTERN RECOGNITION Spring Term DEPARTMENT of INFORMATION TECHNOLOGIES Assoc. Prof.

NM7613: Music Signal Analysis and Retrieval 音樂訊號分析與檢索 Jyh-Shing Roger Jang ( 張智星 ) CSIE Dept, National Taiwan University.

CSE 473/573 Computer Vision and Image Processing (CVIP) Ifeoma Nwogu Lecture 35 – Review for midterm.

Principal Component Analysis (PCA)

Experiments with MATLAB Mandelbrot Set Roger Jang ( 張智星 ) CSIE Dept, National Taiwan University

Machine Learning Lecture 11 Summary G53MLE | Machine Learning | Dr Guoping Qiu1.

National Taiwan University

Decision Trees Jyh-Shing Roger Jang ( 張智星 ) CSIE Dept, National Taiwan University.

Singly Linked Lists Jyh-Shing Roger Jang ( 張智星 ) CSIE Dept, National Taiwan University 1.

2016/6/41 Recent Improvement Over QBSH and AFP J.-S. Roger Jang （張智星） Multimedia Information Retrieval (MIR) Lab CSIE Dept, National Taiwan Univ.

RuSSIR 2013 QBSH and AFP as Two Successful Paradigms of Music Information Retrieval Jyh-Shing Roger Jang ( 張智星 ) MIR Lab, CSIE Dept.

Binary Search Jyh-Shing Roger Jang ( 張智星 ) CSIE Dept, National Taiwan University.

Quadratic Classifiers (QC) J.-S. Roger Jang ( 張智星 ) CS Dept., National Taiwan Univ Scientific Computing.

1 ECE 1304 Introduction to Electrical and Computer Engineering Section 1.7 Linear Algebra with MATLAB.

多變量統計分析 Hung Chen Department of Mathematics National Taiwan University 2/19/2008 https: ceiba.ntu.edu.tw?

Final Review Course web page: vision.cis.udel.edu/~cv May 21, 2003  Lecture 37.

1. Systems of Linear Equations and Matrices (8 Lectures) 1.1 Introduction to Systems of Linear Equations 1.2 Gaussian Elimination 1.3 Matrices and Matrix.

STL: Maps Jyh-Shing Roger Jang ( 張智星 ) CSIE Dept, National Taiwan University.

牙膏年度推廣校園閱讀風氣. 早讀時段及早讀課早讀時段：逢星期二 ( 各類圖書 )/ 星期四 ( 閱讀英文圖書 ) 時間：早上 8 ： 00 至 8 ： 25 地點： (P.2-6) 禮堂、 (P.1) 課室、閱讀角或圖書館早讀課：逢星期二時間：早上 8 ： 30.

Linear Classifiers Dept. Computer Science & Engineering, Shanghai Jiao Tong University.

Distance/Similarity Functions for Pattern Recognition J.-S. Roger Jang ( 張智星 ) CS Dept., Tsing Hua Univ., Taiwan

Discussions on Audio Melody Extraction (AME) J.-S. Roger Jang ( 張智星 ) MIR Lab, CSIE Dept. National Taiwan University.

Feature selection/extraction/reduction Data Science in Practice Week 8, 04/11 Jia-Ming Chang CS Dept, National Chengchi University

Simulation of Stock Trading J.-S. Roger Jang ( 張智星 ) MIR Lab, CSIE Dept. National Taiwan University.

Linear Classifiers (LC) J.-S. Roger Jang ( 張智星 ) MIR Lab, CSIE Dept. National Taiwan University.

Machine Learning Usman Roshan Dept. of Computer Science NJIT.

1 C.A.L. Bailer-Jones. Machine Learning. Data exploration and dimensionality reduction Machine learning, pattern recognition and statistical data modelling.

Usman Roshan Dept. of Computer Science NJIT

Search in Google's N-grams

CSIE Dept., National Taiwan Univ., Taiwan

Quadratic Classifiers (QC)

DP for Optimum Strategies in Games

張智星 (Roger Jang) 台大資工系多媒體檢索實驗室

Query by Singing/Humming via Dynamic Programming

Discrete Fourier Transform (DFT)

Introduction to Pattern Recognition

Singing Voice Separation via Active Noise Cancellation 使用主動式雜訊消除於歌聲分離

Intro to Machine Learning

Gradient Descent 梯度下降法

National Taiwan University

Closing Remarks on MSAR-2017

ML for FinTech: Some Examples

Feature Selection for Pattern Recognition

Floating Point Representations: Accuracy and Stability

Intro to Machine Learning

Introduction PCA (Principal Component Analysis) Characteristics:

Deep Neural Networks (DNN)

Machine Learning in FinTech

Circularly Linked Lists and List Reversal

Announcements Project 2 artifacts Project 3 due Thursday night

Applications of Heaps J.-S. Roger Jang (張智星) MIR Lab, CSIE Dept.

Query by Singing/Humming via Dynamic Programming

Prediction in Stock Trading

Linear Algebra Berlin Chen

Gradient Descent 梯度下降法

Naive Bayes Classifiers (NBC)

Game Trees and Minimax Algorithm

Duration & Pitch Modification via WSOLA

Usman Roshan Dept. of Computer Science NJIT

Edit Distance 張智星 (Roger Jang)

Pre and Post-Processing for Pitch Tracking

Presentation transcript:

Scientific Computing: Closing 科學計算：結語 Roger Jang (張智星) jang@mirlab.org http://mirlab.org/jang CSIE Dept, National Taiwan University

What We Have Covered (1/2) General topics for math and programming Matrix manipulation Review of linear algebra MATLAB programming

What We Have Covered (2/2) Financial computing Compounding for loan IRR for investment K-means clustering Image data compression Least-squares estimate Data fitting Projection Audio basics Volume and pitch Optimization Downhill Simplex search Gradient descent MLE for PDF ML for classification KNNC, linear classifiers, naïve Bayes classifiers, quadratic classifiers, DNN Principal comp. analysis TLS data fitting Dimensionality reduction Page rank Google’s page rank Team ranking Dynamic programming String comparison, QBSH

What We Have Not Covered Interpolation PCA for face recognition Dynamic programming Many other related problems… Optimization Many other methods…

What Is Left Tips for final exam For those what have not asked enough questions

Last 祝各位同學有一個平安喜樂的假期！