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About |
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Researches |
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Side projects |
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Life gallery

Side projects

education science programing AI design art

As a scientist, I am always eager to find the joy when learning new technology and science. The knowledge can be obtained from books, the internet, during the communication and doing research. Teaching is a way of communication between you and your knowledge. I believe it is the best way to make you to think about the fundamental of knowledge. It always raises the issue and leads you to solve it. Thus, I try my best to achieve this thought, if the chance comes. The Popular science is the topic I love to be involved in.

Data science is the field I am interested and correlated to my researches, especially the machine learning. Thus, I spent several months to study many nice materials. I also made two tutorials with my background knowledge and joined the kaggle competition to apply the learned techniques in the real case.

On the other hand, Software includes the side projects for the packages or programing languages. During the time at CERN, I developed a graphic user interface (GUI) for the data acquisition system (DQA) with python package "tkinter".

The Design/Art shows my habit and profession in art.

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[Competition] Solar-energy car race
solar energy trash recycle child education science
Sep. 2017

Data science & statistics

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[Tutorials] Machine learning & Neural Network
scikit-learn numpy pandas iPython-notebook LATEX theano
since Aug. 2017


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[Kaggle] New York taxi trip duration
EDA regression clustering scikit-learn numpy pandas
Jul.-Sep. 2017


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[Note] Course taking & book reading
AI machine learning neural network deeplearning algorithm data structure
since Jun. 2017


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[Note] Fundamental statistics in data analysis
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statistics LATEX
since Jan. 2018


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[Note] Spatial Analysis and Gaussian Processes (Kriging)
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geostatistics LATEX
since Jan. 2019

Software

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[Package] DAQ control interface
python GUI tkinter pyRoot
May 2015

Design/Art

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[Design] International conference posters
2011 CERN-CMS data-analysis school @ Asia
2013 CERN-CMS week @ Taiwan
Adobe Photoshop Illustrator GIMP

Reference


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Github |
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Last changed by 
 
Jui-Fa Tsai (Alpha)
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