Hsuan-Yu Yeh (Amelie) – Medium

Hsuan-Yu Yeh (Amelie)

Hsuan-Yu Yeh (Amelie)

Data Visualization on the Web with Flask

Flask is a Web framework, which provides tools, libraries to build web application like web pages, blog, commercial website. Flask is a…

Apr 10, 2019

Data Visualization on the Web with Flask

Apr 10, 2019

Hsuan-Yu Yeh (Amelie)
in
Voice Tech Podcast

Topic Modeling with LSA, pLSA, LDA and Word Embedding

Natural language processing very useful even in music production. Alex Da Kid worked with IBM and created the “Not Easy”.

Mar 12, 2019

Topic Modeling with LSA, pLSA, LDA and Word Embedding

Mar 12, 2019

Hsuan-Yu Yeh (Amelie)

A Tour of Basic Machine Learning Methods

Machine learning is great for complex problems for which we have no algorithmic solution, to replace long lists of hand-tuned rules, to…

Mar 10, 2019

A Tour of Basic Machine Learning Methods

Mar 10, 2019

Hsuan-Yu Yeh (Amelie)

Data Analysis in Excel and A\B Test

Excel Functions

Mar 6, 2019

$Data Analysis in Excel and A\B Test$

$Data Analysis in Excel and A\B Test$

Mar 6, 2019

Hsuan-Yu Yeh (Amelie)

Life is Like a Box of Chocolates

Band Dream - Be One Member of an Exceptional Group

Feb 18, 2019

Life is Like a Box of Chocolates

Feb 18, 2019

Hsuan-Yu Yeh (Amelie)

Statistical Modeling — Regression Analysis Methods, Survival Analysis

Regression analysis is a large branch of statistics. In most cases, regression focuses on a conditional distribution for example…

Feb 15, 2019

Statistical Modeling — Regression Analysis Methods, Survival Analysis

Feb 15, 2019

Hsuan-Yu Yeh (Amelie)

MySQL in Data Analysis — Basic Functions

MySQL is developed, market and supported by MySQL AB, which is a Swedish company. MySQL is a fast easy-to-use Relational Database…

Jan 14, 2019

MySQL in Data Analysis — Basic Functions

Jan 14, 2019

Hsuan-Yu Yeh (Amelie)

Applications of SVD — Unmixing Images with PCA, ICA

Matrix factorization is to decompose the matrix into the product of two lower dimensionality rectangular matrix. The idea is to represent…

Dec 24, 2018

Applications of SVD — Unmixing Images with PCA, ICA

Dec 24, 2018

Hsuan-Yu Yeh (Amelie)

Singular Value Decomposition — Low Rank Approximation

Singular Value decomposition has many uses in image processing like image reconstruction, unmixing images, classification and graph…

Dec 20, 2018

Singular Value Decomposition — Low Rank Approximation

Dec 20, 2018

Hsuan-Yu Yeh (Amelie)

Natural Language Processing — Data Pre-Processing

Tokenize

Dec 19, 2018

Natural Language Processing — Data Pre-Processing

Dec 19, 2018

Hsuan-Yu Yeh (Amelie)

Hsuan-Yu Yeh (Amelie)

My main interests are in Data Analysis, Data Science, Statistics and Technology. Let’s work in Data. https://github.com/hsuanyuyeh

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