[**:house: Home**](https://hackmd.io/s/rkkDP_l4M) | [:boy: **About**](https://hackmd.io/s/B149Z8v7b) | [**:microscope: Researches**](https://hackmd.io/s/rJPFNKlVz) | **:rocket: Side projects** | [**:airplane: Life gallery**](https://hackmd.io/s/HJN4JslNM) --- # <div style="text-align: center;" markdown="1">Side projects</div> *<div style="text-align: center;" markdown="1"> `education` `science` `programing` `AI` `design` `art` </div>* 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**](#popular-science) is the topic I love to be involved in. [**Data science**](#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**](#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**](#designart) shows my habit and profession in art. ## Popular science **<div style="text-align: center;" markdown="1">**[<img src="https://i.imgur.com/6nFqX0a.jpg" height="200"><br>**[Competition] Solar-energy car race**](https://hackmd.io/s/BJRTTUVNz) <br> *`solar energy` `trash recycle` `child education` `science`* <br>Sep. 2017</div> ## Data science & statistics **<div style="text-align: center;" markdown="1">**[<img src="https://i.imgur.com/ApWnxeS.png" height="250"><br>**[Tutorials] Machine learning & Neural Network**](https://hackmd.io/s/BJlt6TWEz) <br>*`scikit-learn` `numpy` `pandas` `iPython-notebook` `LATEX` `theano`* <br>since Aug. 2017</div> <br> **<div style="text-align: center;" markdown="1">**[<img src="https://i.imgur.com/SESNTXJ.jpg" height="250"><br>**[Kaggle] New York taxi trip duration**](https://hackmd.io/s/r1cUD4N4z) <br>*`EDA` `regression` `clustering` `scikit-learn` `numpy` `pandas`* <br>Jul.-Sep. 2017</div> <br> **<div style="text-align: center;" markdown="1">**[<img src="https://i.imgur.com/HtXo4o6.jpg" height="200" width="450"><br>**[Note] Course taking & book reading**](https://hackmd.io/s/r16bkjl4f) <br> *`AI` `machine learning` `neural network` `deeplearning` `algorithm` `data structure`* <br>since Jun. 2017</div> <br> **<div style="text-align: center;" markdown="1">**[<img src="https://i.imgur.com/NeYSwHk.gif" height="200" width="450"><br>**[Note] Fundamental statistics in data analysis** :construction:](https://hackmd.io/s/HJ6D65HHG) <br> *`statistics` `LATEX`* <br>since Jan. 2018</div> <br> **<div style="text-align: center;" markdown="1">**[<img src="https://gisgeography.com/wp-content/uploads/2017/01/kriging-prediction-standard-error-2-678x322.png" height="200" width="450"><br>**[Note] Spatial Analysis and Gaussian Processes (Kriging)** :construction:](https://hackmd.io/s/HkDMHI6JN) <br> *`geostatistics` `LATEX`* <br>since Jan. 2019</div> ## Software **<div style="text-align: center;" markdown="1">**[<img src="https://i.imgur.com/R1cbNW4.png" height="200"><br>**[Package] DAQ control interface**](https://hackmd.io/s/BySpvdN4G) <br> *`python` `GUI` ` tkinter` `pyRoot`* <br>May 2015</div> ## Design/Art **<div style="text-align: center;" markdown="1">**[<img src="https://i.imgur.com/02CR0hh.jpg" height="400">](https://indico.cern.ch/event/176245/attachments/228168/319235/CMSDASia_Poster.pdf) [<img src="https://i.imgur.com/FIgF9Dt.jpg" height="400">](http://hep1.phys.ntu.edu.tw/cmsweek2013/images/poster.pdf)<br>**[Design] International conference posters**<br> [2011 CERN-CMS data-analysis school @ Asia](https://indico.cern.ch/event/176245/) <br> [2013 CERN-CMS week @ Taiwan](http://hep1.phys.ntu.edu.tw/cmsweek2013/index.php?option=home) <br> *`Adobe` `Photoshop` `Illustrator` `GIMP`*</div> ## Reference - Pictures credited to <http://www.euclidean.com/data-posts-machine-learning>, http://www.integratedots.com, https://gazzola.weebly.com/mpm-2di-information.html <br> --- [:ghost: Github](https://github.com/juifa-tsai) | [:busts_in_silhouette: Linkedin ](https://www.linkedin.com/in/jui-fa-tsai-08ba0a93)