Hsuan-Yu Yeh (Amelie)Data Visualization on the Web with FlaskFlask is a Web framework, which provides tools, libraries to build web application like web pages, blog, commercial website. Flask is a…Apr 10, 20192Apr 10, 20192
Hsuan-Yu Yeh (Amelie)inVoice Tech PodcastTopic Modeling with LSA, pLSA, LDA and Word EmbeddingNatural language processing very useful even in music production. Alex Da Kid worked with IBM and created the “Not Easy”.Mar 12, 2019Mar 12, 2019
Hsuan-Yu Yeh (Amelie)A Tour of Basic Machine Learning MethodsMachine learning is great for complex problems for which we have no algorithmic solution, to replace long lists of hand-tuned rules, to…Mar 10, 2019Mar 10, 2019
Hsuan-Yu Yeh (Amelie)Life is Like a Box of ChocolatesBand Dream - Be One Member of an Exceptional GroupFeb 18, 2019Feb 18, 2019
Hsuan-Yu Yeh (Amelie)Statistical Modeling — Regression Analysis Methods, Survival AnalysisRegression analysis is a large branch of statistics. In most cases, regression focuses on a conditional distribution for example…Feb 15, 2019Feb 15, 2019
Hsuan-Yu Yeh (Amelie)MySQL in Data Analysis — Basic FunctionsMySQL is developed, market and supported by MySQL AB, which is a Swedish company. MySQL is a fast easy-to-use Relational Database…Jan 14, 2019Jan 14, 2019
Hsuan-Yu Yeh (Amelie)Applications of SVD — Unmixing Images with PCA, ICAMatrix factorization is to decompose the matrix into the product of two lower dimensionality rectangular matrix. The idea is to represent…Dec 24, 2018Dec 24, 2018
Hsuan-Yu Yeh (Amelie)Singular Value Decomposition — Low Rank ApproximationSingular Value decomposition has many uses in image processing like image reconstruction, unmixing images, classification and graph…Dec 20, 2018Dec 20, 2018
Hsuan-Yu Yeh (Amelie)Natural Language Processing — Data Pre-ProcessingTokenizeDec 19, 20181Dec 19, 20181