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<!DOCTYPE html>
<html lang="zh-Hant">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>個人網頁</title>
<link rel="stylesheet" href="style.css">
</head>
<body onmousedown="return false" onselectstart="return false">
<nav>
<ul>
<li><a href="#name">Name</a></li>
<li><a href="#education">Education</a></li>
<li><a href="#about">About</a></li>
<li><a href="#contact">Contact</a></li>
<li><a href="#accreditation">Accreditation</a></li>
<li><a href="#certificates">Certificates</a></li>
<li><a href="#awards">Awards</a></li>
<li><a href="#projects">Projects</a></li>
</ul>
</nav>
<div class="container">
<h2 id="name">Name</h2>
<p>朱家儀(JIA-YI,ZHU)</p>
<div class="software">
Software Dev.
</div>
<hr>
<h2 id="education">Education</h2>
<div>
<ul＞
<li>Bachelor of Engineering(BE) - Graduated</li>
</ul>
</div>
<h2 id="about">About</h2>
<div>
<p>Professional Background:</p>
<ul>
<li>Department of Medical Informatics</li>
</ul>
<p>Skills:</p>
<ul>
<li>Data Analysis: Python data processing(web crawler:API) and analysis, and the ability to use Power BI for data visualization.</li>
<li>Database and System: Basic knowledge of MySQL syntax and database management, and a strong interest in system analysis.</li>
<li>Web Application Design: Basic knowledge of HTML,css and javascript, and experience in exploring concepts related to App design.</li>
<li>C#:Winform + webform (ASP.NET)，桌面應用程式、Web 應用程式、遊戲開發、移動應用程式</li>
<li>Linux:Network management, permissions, group settings, file management</li>
<li>GCP(開發AI整合應用程式，運算、儲存、數據分析、機器學習、資訊安全)</li>
<li>JAVA:OOP, IO, Multithreading, Collections framework(List,Queue,Map,Set)</li>
<li>Arduino(物聯網)</li>
</ul>
<h3 align="center">Languages and Tools:</h3>
<p align="Center" class="languages">
<table><tr><td valign="top" width="50%">
<h3>Frontend</h3>
<div align="center">
<a href="https://www.w3.org/html/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/html5/html5-original-wordmark.svg" alt="html5" width="40" height="40"/>
</a>
<a href="https://www.w3schools.com/css/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/css3/css3-original-wordmark.svg" alt="css3" width="40" height="40"/>
</a> <a href="https://react.dev/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/react/react-original.svg" alt="react" width="40" height="40"/>
</a> <a href="https://developer.mozilla.org/en-US/docs/Web/JavaScript" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/javascript/javascript-original.svg" alt="javascript" width="40" height="40"/>
</a> <a href="https://www.typescriptlang.org/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/typescript/typescript-original.svg" alt="TypeScript" width="40" height="40"/> </a>
<a href="https://getbootstrap.com/" target="_blank" rel="noreferrer">
<img src="https://img.shields.io/badge/bootstrap-%238511FA.svg?style=for-the-badge&logo=bootstrap&logoColor=white" alt="Bootstrap"/></a>
</div>
</td>
<td valign="top" width="50%">
<h3>Backend</h3>
<div align="center">
<a href="https://github.com/" target="_blank"><img style="margin: 10px" src="https://skillicons.dev/icons?i=github" alt="GitHub" height="50" /></a>
<a href="https://www.mysql.com/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/mysql/mysql-original-wordmark.svg" alt="mysql" width="40" height="40"/>
</a> <a href="https://www.microsoft.com/en-us/sql-server" target="_blank" rel="noreferrer">
<img src="https://www.svgrepo.com/show/303229/microsoft-sql-server-logo.svg" alt="mssql" width="40" height="40"/>
</a> <a href="https://flask.palletsprojects.com/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/flask/flask-original-wordmark.svg" alt="flask" width="40" height="40"/>
</a> <a href="https://www.java.com" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/java/java-original.svg" alt="java" width="40" height="40"/></a>
<a href="https://www.postgresql.org/" target="_blank" rel="noreferrer">
<img align="center" src="https://img.shields.io/badge/postgres-316192.svg?logo=postgresql&logoColor=white" alt="postgresql"></a>
<a href="https://spring.io/" target="_blank" rel="noreferrer">
<img align="center" src="https://img.shields.io/badge/Spring-6DB33F.svg?logo=spring&logoColor=white" alt="spring"></a>
</div>
</td></tr>
</table>
<table>
<tr>
<td valign="top" width="50%">
<h3>General Tools</h3>
<div align="center">
<a href="https://www.cprogramming.com/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/c/c-original.svg" alt="c" width="40" height="40"/>
</a> <a href="https://www.w3schools.com/cpp/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/cplusplus/cplusplus-original.svg" alt="cplusplus" width="40" height="40"/>
</a> <a href="https://cloud.google.com" target="_blank" rel="noreferrer">
<img src="https://www.vectorlogo.zone/logos/google_cloud/google_cloud-icon.svg" alt="gcp" width="40" height="40"/>
</a> <a href="https://git-scm.com/" target="_blank" rel="noreferrer">
<img src="https://www.vectorlogo.zone/logos/git-scm/git-scm-icon.svg" alt="git" width="40" height="40"/>
</a> <a href="https://www.linux.org/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/linux/linux-original.svg" alt="linux" width="40" height="40"/>
</a> <a href="https://www.docker.com/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/docker/docker-original-wordmark.svg" alt="Docker"width="40" height="40"/>
</a>
<a href="https://www.gnu.org/software/bash/" target="_blank" rel="noreferrer">
<img src="https://www.vectorlogo.zone/logos/gnu_bash/gnu_bash-icon.svg" alt="bash" width="40" height="40"/>
</a> <a href="https://www.json.org/json-en.html" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/json/json-original.svg" alt="json" width="40" height="40"/>
</a> <a href="https://kubernetes.io" target="_blank" rel="noreferrer">
<img src="https://www.vectorlogo.zone/logos/kubernetes/kubernetes-icon.svg" alt="kubernetes" width="40" height="40"/>
</a> <a href="https://jupyter.org/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/jupyter/jupyter-original.svg" height="40" width="40" alt="jupyter logo" />
</a> <a href="https://code.visualstudio.com/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/vscode/vscode-original.svg" height="40" width="40" alt="vscode logo" />
</a> <a href="https://visualstudio.microsoft.com/zh-hant/downloads/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/visualstudio/visualstudio-original.svg" height="40" width="40" alt="visualstudio logo"/>
</a> <a href="https://www.python.org" target="_blank" rel="noreferrer">
</a> <a href="https://www.spyder-ide.org/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/spyder/spyder-plain.svg" alt="spyder" width="40" height="40"/></a>
<a href="https://eclipseide.org/" target="_blank" rel="noreferrer">
<img src="https://img.shields.io/badge/Eclipse-FE7A16.svg?style=for-the-badge&logo=Eclipse&logoColor=white" alt="eclipse"></a>
<a href="https://netbeans.apache.org/front/main/index.html" target="_blank" rel="noreferrer">
<img src="https://img.shields.io/badge/NetBeansIDE-1B6AC6.svg?style=for-the-badge&logo=apache-netbeans-ide&logoColor=white" alt="NetBeans IDE"></a>
<a href="https://www.selenium.dev/" target="_blank" rel="noreferrer">
<img src="https://img.shields.io/badge/-selenium-%43B02A?style=for-the-badge&logo=selenium&logoColor=white" alt="Selenium"></a>
</div>
</td><td valign="top" width="50%">
<h3>Domain Specific Application</h3>
<a href="https://www.w3schools.com/cs/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/csharp/csharp-original.svg" alt="csharp" width="40" height="40"/>
</a> <a href="https://www.mathworks.com/" target="_blank" rel="noreferrer">
<img src="https://upload.wikimedia.org/wikipedia/commons/2/21/Matlab_Logo.png" alt="matlab" width="40" height="40"/>
</a>
<a href="https://www.python.org/downloads/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/python/python-original.svg" alt="python" width="40" height="40"/>
</a>
<a href="https://pytorch.org/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/pytorch/pytorch-original.svg" width="40" height="40"/></a>
<a href="https://numpy.org/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/numpy/numpy-original.svg" height="40" width="40" alt="numpy logo"/>
</a>
<a href="https://pandas.pydata.org/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/2ae2a900d2f041da66e950e4d48052658d850630/icons/pandas/pandas-original.svg" alt="pandas" width="40" height="40"/></a>
<a href="https://matplotlib.org/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/matplotlib/matplotlib-original.svg" alt="matplotlib" width="40" height="40"/>
</a>
<a href="https://scikit-learn.org/" target="_blank" rel="noreferrer">
<img src="https://upload.wikimedia.org/wikipedia/commons/0/05/Scikit_learn_logo_small.svg" alt="scikit_learn" width="40" height="40"/>
</a> <a href="https://seaborn.pydata.org/" target="_blank" rel="noreferrer">
<img src="https://seaborn.pydata.org/_images/logo-mark-lightbg.svg" alt="seaborn" width="40" height="40"/>
</a>
<a href="https://www.tensorflow.org" target="_blank" rel="noreferrer">
<img src="https://www.vectorlogo.zone/logos/tensorflow/tensorflow-icon.svg" alt="tensorflow" width="40" height="40"/>
</a>
<a href="https://keras.io/" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/keras/keras-original.svg" alt="Keras"width="40" height="40"/>
</a>
<a href="https://developer.android.com/studio?hl=zh-tw" target="_blank" rel="noreferrer">
<img src="https://cdn.jsdelivr.net/gh/devicons/devicon@latest/icons/androidstudio/androidstudio-original.svg" alt="androidstudio"width="40" height="40" />
<a href="https://www.arduino.cc/" target="_blank" rel="noreferrer">
<img src="https://cdn.worldvectorlogo.com/logos/arduino-1.svg" alt="arduino" width="40" height="40"/>
</a> <a href="https://dotnet.microsoft.com/" target="_blank" rel="noreferrer">
<img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/dot-net/dot-net-original-wordmark.svg" alt="dotnet" width="40" height="40"/>
</a> <a href="https://kotlinlang.org" target="_blank" rel="noreferrer">
<img src="https://www.vectorlogo.zone/logos/kotlinlang/kotlinlang-icon.svg" alt="kotlin" width="40" height="40"/>
<a href="https://geopandas.org/en/stable/" target="_blank" rel="noreferrer">
<img src="https://img.shields.io/badge/geopandas-black?style=for-the-badge&logo=geopandas&logoSize=auto" alt="geopandas"/></a>
<a href="https://www.wireshark.org/download.html" target="_blank" rel="noreferrer">
<img src="https://img.shields.io/badge/wireshark-%230047AB?style=for-the-badge&logo=wireshark&logoSize=auto" alt="wireshark"></a>
</td></tr>
</table>
</p>
</div>
<h2 id="contact">Contact</h2>
<div class="contact">
<ul>
<li><a href="https://github.com/zhuj05">Github</a></li>
<li>gmail:judy18258@gmail.com</li>
</ul>
</div>
<h2 id="accreditation">Accreditation</h2>
<p>1.Google Cloud</p>
<p>2.Google Digital marketing</p>
<p>3.Kaggle</p>
<p>4.IBM Project Management</p>
<p>5.Network Security</p>
<details>
<summary>查看更多</summary>
<div class="table-responsive">
<table>
<tr>
<th>Organization</th>
<th>Name</th>
<th>Skills</th>
<th>URL</th>
<th>Awarded Date</th>
</tr>
<tr>
<td></td>
<td>The Complete Networking Fundamentals Course.Your CCNA start</td>
<td>CCNA_Fundamental_certificate</td>
<td>CCNA Fundamental<br><img src="CCNA_Fundamental/CCNA_Fundamental_certificate.png" alt="CCNA_Fundamental_certificate" height="180" width="320"></td>
<td>Nov,2025</td>
</tr>
<tr>
<td></td>
<td>Introduction to Front End Development</td>
<td>HTML,CSS,Javascript,Angular,ReactJS</td>
<td>Certificate code : 9385256<br><img src="Front_end_Development/Front_end_Development_certificate.png" alt="Front_end_Development_certificate" height="180" width="320"></td>
<td>Nov,2025</td>
</tr>
<tr>
<td>桃園市政府</td>
<td>114 年員工生產力系列課程計畫-生成式AI 應用線上視訊班《AI 自動化報告與商業洞察(進階班)》</td>
<td>Power BI報表</td>
<td><img src="Taoyaun_Training/add stamp_0904-2(training_certificate).png" height="180" width="320" alt="0821-4(training_certificate)"></td>
<td>Sep,2025</td>
</tr>
<tr>
<td>桃園市政府</td>
<td>114 年員工生產力系列課程計畫-生成式AI 應用線上視訊班《AI 在產品與品牌設計應用(進階班)》</td>
<td>Google AI Studio,Gemini,ChatGPT,Vidnoz</td>
<td><img src="Taoyaun_Training/add stamp_0826-3(training_certificate).png" height="180" width="320" alt="0826-3(training_certificate)"></td>
<td>Sep,2025</td>
</tr>
<tr>
<td>桃園市政府</td>
<td>114 年員工生產力系列課程計畫-生成式AI 應用線上視訊班《AI 自動化報告與商業洞察(基礎班)》</td>
<td>Power BI</td>
<td><img src="Taoyaun_Training/add stamp_0821-4(training_certificate).png" height="180" width="320" alt="0821-4(training_certificate)"></td>
<td>Aug,2025</td>
</tr>
<tr>
<td>桃園市政府</td>
<td>114 年員工生產力系列課程計畫-生成式AI 應用線上視訊班《AI 在產品與品牌設計應用(基礎班)》</td>
<td>ChatGPT,Gamma(製作簡報),Grok</td>
<td><img src="Taoyaun_Training/add stamp_0819-6(training_certificate).png" height="180" width="320" alt="0819-6(training_certificate)"></td>
<td>Aug,2025</td>
</tr>
<tr>
<td></td>
<td>Full Stack Java Development</td>
<td>HTML,CSS,Javascript,Angular,Node.js,ReactJS,Django,SQL,MongoDB</td>
<td>Certificate code : 9065493<br><img src="Full_Stack_Development/Full_Stack_Development_certificate.png" alt="Full_Stack_Development_certificate" height="180" width="320"></td>
<td>Aug,2025</td>
</tr>
<tr>
<td></td>
<td>PostgreSQL : Become an SQL developer</td>
<td>PostgreSQL:SQL Developer</td>
<td>Certificate code : 8808956<br><img src="PostgreSQL/PostgreSQL_certificate_edit.png" alt="PostgreSQL_certificate" height="180" width="320"></td>
<td>Aug,2025</td>
</tr>
<tr>
<td>Google</td>
<td>Google Digital Marketing</td>
<td><img src="google_digital_marketing/googleDigitalMarketing_skills.jpg"></td>
<td><img src="google_digital_marketing/googleDigitalMarketing_english_certificate_2.png" alt="googleDigitalMarketing_english_certificate" height="180" width="320"></td>
<td>Aug,2025</td>
</tr>
<tr>
<td>freecodecamp</td>
<td>Frontend Development 認證</td>
<td>Bootstrap,React,Sass,jQuery
</td>
<td><a href="https://reurl.cc/89zLrM">顯示認證</a></td>
<td>July, 2025</td>
</tr>
<tr>
<td>#CertifiedbyGoogle</td>
<td>Google AI Powered Performance認證</td>
<td>說明 AI 對整體 Google Ads 廣告活動的重要性。
<br>擬定符合業務目標的 AI 自動化策略。
<br>瞭解跨管道 AI 技術輔助廣告活動和工具的好處。
<br>說明靈活思考的重要性，以及如何根據市場需求彈性調整預算，取得實際業務成果。
<br>使用 Google Ads 報表和洞察資料，清楚掌握 Google AI 成效。
</td>
<td><a href="https://skillshop.credential.net/764830b8-23d6-4e14-946f-56b18bd04ad4#acc.2t9xmJFp">顯示認證</a></td>
<td>Aug, 2025</td>
</tr>
<tr>
<td>#CertifiedbyGoogle</td>
<td>Google Ads 廣告素材認證</td>
<td>運用 Google 根據研究結果編撰的指南，針對影片、多媒體、應用程式和搜尋廣告活動，製作成效出色的廣告素材。
<br>在廣告素材生命週期的各個階段，運用 Google 的工具與資源。
<br>透過實驗提升廣告素材成效。
</td>
<td><a href="https://skillshop.credential.net/3d198f83-39f9-4387-8ddd-4de74ec10722#acc.7c2Q3fWh">顯示認證</a></td>
<td>July, 2025</td>
</tr>
<tr>
<td>#CertifiedbyGoogle</td>
<td>Google Analytics (分析) 認證</td>
<td>為網站或應用程式設定 Google Analytics (分析) 4 資源
<br>收集業務所需資料，以及使用各種報表工具和功能
<br>熟悉可用來判斷線上行銷成效的重要評估功能</td>
<td><a href="https://skillshop.credential.net/4a42a731-ef6c-4bb1-97e1-9e43184b0f62#acc.fg1GpOAd">顯示認證</a></td>
<td>July, 2025</td>
</tr>
<tr>
<td>#CertifiedbyGoogle</td>
<td>Google Ads 影片廣告認證</td>
<td>將線上行銷理念轉化為連貫一致的數位行銷策略
<br>瞭解 YouTube 這個強大平台為什麼不僅能讓使用者和創作者受惠，也能協助廣告客戶打響品牌知名度、提升考慮度和達成行動目標
<br>運用 YouTube 及 Google 影片廣告解決方案打響品牌知名度、提升考慮度，以及吸引使用者採取行動
<br>簡要描述如何根據 Google 的廣告素材指南，為各種行銷目標量身打造高效影片廣告</td>
<td><a href="https://skillshop.credential.net/9a1a089f-5d91-4c05-a5d0-ed972f5edc8a#acc.i5mLXOlA">顯示認證</a></td>
<td>July, 2025</td>
</tr>
<tr>
<td>#CertifiedbyGoogle</td>
<td>Google Ads 搜尋廣告認證(Google Ads Search)</td>
<td>將線上行銷理念轉化為連貫一致的數位行銷策略
<br>根據公司大方向的行銷計畫擬定 Google 搜尋廣告策略
<br>設法透過 Google 搜尋廣告增加待開發客戶、銷售額或網站流量
<br>確認你的搜尋行銷計畫在你的數位行銷預算之內</td>
<td><a href="https://skillshop.credential.net/16056011-47ee-4352-87fb-286d8405b110#acc.uebjNChc">顯示認證</a></td>
<td>July, 2025</td>
</tr>
<tr>
<td>Kaggle</td>
<td>Geospatial Analysis</td>
<td>numpy,pandas,Geopandas(空間資料處理),CRS(Coordinate Reference System,座標參考系統),<br>Interactive Map,Manipulating Geospatial Data</td>
<td><a href="https://www.kaggle.com/learn/certification/jiayizhu05/geospatial-analysis">顯示認證</a></td>
<td>July, 2025</td>
</tr>
<tr>
<td>Kaggle</td>
<td>Feature Engineering</td>
<td>Feature Engineering,Clustering with K Means</td>
<td><a href="https://www.kaggle.com/learn/certification/jiayizhu05/feature-engineering">顯示認證</a></td>
<td>Jun, 2025</td>
</tr>
<tr>
<td>IBM</td>
<td>Agile Explorer</td>
<td>Agile Explorer</td>
<td><a href="https://www.credly.com/badges/750e08dd-71b7-478a-aca0-e73e60803ae5/public_url">顯示認證</a></td>
<td>Jan,2026</td>
</tr>
<tr>
<td>IBM</td>
<td>Project Management Fundamentals</td>
<td>Project Management,Scheduling,Scope Management,Risk Management,Project Lifecycle</td>
<td><a href="https://www.credly.com/badges/f587c8ff-9a70-4be9-b19b-28eb190ad568/public_url">顯示認證</a></td>
<td>Jun,2025</td>
</tr>
<tr>
<td>Google</td>
<td>Build a Secure Google Cloud Network</td>
<td>VPC,Cloud Security,Networking</td>
<td><a href="https://www.credly.com/badges/d07bae33-7338-49c5-9220-ff01e0aba4ca/public_url">顯示認證</a></td>
<td>Jun, 2025</td>
</tr>
<tr>
<td>Kaggle</td>
<td>Advanced SQL</td>
<td>JOIN UNION,SQL,Efficient Query</td>
<td><a href="https://www.kaggle.com/learn/certification/jiayizhu05/advanced-sql">顯示認證</a></td>
<td>Jun,2025</td>
</tr>
<tr>
<td>Kaggle</td>
<td>Computer Vision</td>
<td> Python numpy,pandas,Tensorflow,Keras,matplotlib(繪圖函式庫),sympy(可以進行數學代數運算的Python模組),Convolution(捲積),<br>ReLU(修正線性單元，類神經網路中常用的激勵函數(activation function))</td>
<td><a href="https://www.kaggle.com/learn/certification/jiayizhu05/computer-vision">顯示認證</a></td>
<td>Jun,2025</td>
</tr>
<tr>
<td>Kaggle</td>
<td>Intro to Deep Learning</td>
<td> Python pandas(數據處理工具),Tensorflow(深度學習、神經網路),Keras(構建和訓練各種神經網路模型),matplotlib,sklearn(提供大量常見的機器學習演算法)</td>
<td><a href="https://www.kaggle.com/learn/certification/jiayizhu05/intro-to-deep-learning">顯示認證</a></td>
<td>Jun,2025</td>
</tr>
<tr>
<td>Google</td>
<td>Google Cloud學程結業證書</td>
<td>
<img src="google_cloud/skill.jpg" alt="Google Cloud Skills" />
</td>
<td>
<div style="position: relative; width: 600px; height: 400px;">
<iframe src="google_cloud/googlecloud_english_certificate_2.pdf" style="width: 100%; height: 100%;" frameborder="0"></iframe>
<div style="position: absolute; top: 0; left: 0; right: 0; bottom: 0;"></div>
</div>
<!--<iframe src="google_cloud/googlecloud_english_certificate_2.pdf" style="width:100%; height:500px;" frameborder="0">顯示認證</iframe>-->
<!--<a href="">顯示認證</a>-->
</td>
<td>Jun,2025</td>
</tr>
<tr>
<td>Kaggle</td>
<td>Data Visualization</td>
<td> Python seaborn(是Matplotlib進階版的繪圖函式庫),pandas,matplotlib</td>
<td><a href="https://www.kaggle.com/learn/certification/jiayizhu05/data-visualization">顯示認證</a></td>
<td>Jun,2025</td>
</tr>
<tr>
<td>Linkedin Learning</td>
<td>Network_Security_Awareness</td>
<td>Network Security,Red Team vs. Blue Team</td>
<td><a href="CertificateOfCompletion_Network_Security_Awareness.pdf">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Kaggle</td>
<td>Intro to SQL</td>
<td>SQL</td>
<td><a href=" https://www.kaggle.com/learn/certification/jiayizhu05/intro-to-sql ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Coursera</td>
<td>Business Analysis & Process Management</td>
<td></td>
<td><a href="https://www.coursera.org/account/accomplishments/verify/IQ8W4MZW9XPF">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Kaggle</td>
<td>Intro to Machine Learning</td>
<td>pandas,Python,sklearn,decision tree,MSE(均方誤差,Mean square error),MAE(平均絕對值誤差,Mean absolute error)</td>
<td><a href="https://www.kaggle.com/learn/certification/jiayizhu05/intro-to-machine-learning ">顯示認證</a></td>
<td>Jun, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Prompt Design in Vertex AI</td>
<td></td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16334496 ">顯示認證</a></td>
<td>Jun, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud</td>
<td>ML,Big Data,Data warehouse,ETL</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16169009 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Google Cloud Computing Foundations: Networking & Security in Google Cloud</td>
<td>Networking & Security Fundamentals</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16159183 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Google Cloud Computing Foundations: Infrastructure in Google Cloud</td>
<td>REST API,IAM,RDBMS,MySQL,NoSQL,IAC,Terraform,Kubernetes</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16133398 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Google Cloud Computing Foundations: Cloud Computing Fundamentals</td>
<td>Cloud Computing(IaaS,PaaS,SaaS)</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16111562 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Integrating Applications with Gemini 1.0 Pro on Google Cloud</td>
<td></td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16095227 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Introduction to Vertex AI Studio </td>
<td>Vertex AI Studio</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16066505 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Introduction to Image Generation</td>
<td>Fundamental of Diffusion Model</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16067884 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Introduction to Responsible AI</td>
<td>Responsible AI</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16041592 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Introduction to Large Language Models</td>
<td>LLM Fundamentals</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/16039020 ">顯示認證</a></td>
<td>May, 2025</td>
</tr>
<tr>
<td>Google</td>
<td>Introduction to Generative AI</td>
<td>Generative AI</td>
<td><a href="https://www.cloudskillsboost.google/public_profiles/83df7255-bdef-48ba-9c6b-6927514f26d0/badges/15242374 ">顯示認證</a></td>
<td>Apr, 2025</td>
</tr>
</table>
</div>
</details>
<h2 id="certificates">Certificates</h2>
<div class="table-responsive">
<table>
<tr>
<th>Organization</th>
<th>Name</th>
<th>Awarded Date</th>
<th></th>
</tr>
<tr>
<td>財團法人中華民國電腦技能基金會（Computer Skills Foundation）</td>
<td>TQC+ Python程式語言</td>
<td>Oct, 2023</td>
<td>永久</td>
</tr>
<tr>
<td>臺灣急救教育推廣與諮詢中心</td>
<td>CPR證照</td>
<td>Oct, 2021</td>
<td>Oct,2023</td>
</tr>
</table>
</div>
<h2 id="awards">Awards(獎項)</h2>
<div>
<ul>
<li>
德育獎 (Moral Excellence Award) - 慈大附中 -國中部(頒發機構)
<br> 獲獎年份：2016
<br>
<em>說明：因在學期間品德與行為表現優良而獲頒此獎。</em>
</li>
</ul>
</div>
<h2 id="projects">Projects</h2>
<h5 id="order_game_system">訂購遊戲系統(在學校的視窗程式設計課程_製作)</h5>
<p>
<ul>
<li>使用技術:C# win form<br>(Technology:C# winform)</li>
<li>選擇訂購主機<br>(choosing an ordering host)</li>
<li>選擇遊戲<br>(Pick some games)</li>
<li>輸入訂購者<br>(Enter the orderer)</li>
<li>輸入連絡電話<br>(Enter contact phone number)</li>
<li>輸入收件地址<br>(Enter the delivery address)</li>
<li>選擇寄送日期<br>(Select delivery date)</li>
<li>點擊新增<br>(Click the Add button)</li>
<li>訂購明細，顯示在右側<br>(The order details will be displayed on the right.)</li>
</ul>
<a href="order_system_win_form.jpg">win form圖片</a>
</p>
<hr>
<h5>資料科學研究方法&機器學習 課程_取新北市娛樂稅稅源-資料按月別分析<br>(Data Science Research Methods & Machine Learning Course_Extracting New Taipei City Entertainment Tax Sources-Data Analysis by Month)</h5>
<p>
<ul>
<li>使用技術:Python<br>(Technology:Python)</li>
<li>小組作業，其他組員負責做ppt<br>(Independent development, other team members are responsible for making PPT)</li>
<li>我主要負責:Python的程式碼撰寫<br>(I am mainly responsible for: Python code writing)</li>
</ul>
<ol>
<li>先將資料有缺失的，或極端值做處理<br>(First, process the missing data or extreme values.)</li>
<li>用matplotlib(Python繪圖函式庫)<br>Using matplotlib (Python plotting library)</li>
<li>取資料項目做折線圖分析<br>(Take data items to do line chart analysis)</li>
</ol>
結論:2020~2021，因為疫情，所以顯示的數值最小<br>(Conclusion: In 2020~2021, due to the epidemic, the displayed value is the smallest)
</p>
<hr>
<h5>水果商行購物車app(Fruit store shopping cart)</h5>
<p>
<ol>
<li>使用技術:APP Inventor</li>
<li>勾選水果項目<br>(Check the fruit item.)</li>
<li>輸入購買數量<br>(Enter the purchase quantity.)</li>
<li>依據價錢，計算優惠後的總價<br>(Calculate the total price after discount based on the price.)</li>
</ol>
</p>
<hr>
<h5>加解密演算法效能及安全性分析(Encryption and decryption algorithm performance and analysis.)</h5>
<p>
<ul>
<li>小組作業</li>
<li>我主要負責:Linux Ubuntu的加密演算法(command)，計算文件的hash值，執行速度+ppt的結論<br>(I am mainly responsible for: Linux Ubuntu encryption algorithm (command), calculating the hash value of the file, execution speed + ppt conclusion.)</li>
<li>使用作業系統:Windows,Linux.<br>(Using Operating System:Windows,Linux)</li>
<li>AES(對稱式加密演算法)效能更高，但金鑰⾧度較短，被視為較不安全<br>(AES (symmetric encryption algorithm) is more efficient, but has a shorter key length and is considered less secure.)</li>
<li>RSA(非對稱式加密演算法)使用的金鑰⾧度較⾧，安全性較高<br>(RSA (asymmetric encryption algorithm) uses a longer key and is more secure.)</li>
<li>DES較為不安全的演算法<br>(DES is a less secure algorithm)</li>
<li>MD5 存在碰撞攻擊的風險，被視為較不安全<br>(MD5 is at risk of collision attacks and is considered less secure)</li>
<li>SHA256較安全<br>(SHA256 is more secure)</li>
<li>SHA1執行效能較MD5慢一些<br>(SHA1 is slower than MD5 in terms of performance)</li>
<li>所使用的Windows核心數目較多，所以執行效能較Linux的高<br>(The number of Windows cores used is larger, so the execution performance is higher than that of Linux.)</li>
</ul>
<a href="encryption and decryption algorithms analysis of performance and security.pdf">查看</a>
</p>
<hr>
<h5>Kaggle Data Visualization專案</h5>
<p>
<ul>
<li><a href="https://github.com/zhu7055/kaggle_visualization">link</a></li>
</ul>
</p>
<hr>
<h5>Kaggle Deep Learning專案</h5>
<p>
<ul>
<li><a href="kaggle_deep_learning/A Single Neuron.pdf">A Single Neuron</a></li>
<li><a href="kaggle_deep_learning/Deep Neural Networks.pdf">Deep Neural Networks</a></li>
<li><a href="kaggle_deep_learning/Stochastic Gradient Descendent/Stochastic Gradient Descent.pdf">Stochastic Gradient Descent</a></li>
<li><a href="kaggle_deep_learning/Overfitting and Underfitting/Overfitting and Underfitting.pdf">Overfitting and Underfitting</a></li>
<li>
<a href="kaggle_deep_learning/Dropout and Batch Normalization/Dropout and Batch Normalization.pdf">Dropout and Batch Normalization</a>
</li>
<li><a href="kaggle_deep_learning/Binary Classification/Binary Classification.pdf">Binary Classification</a></li>
</ul>
</p>
<hr>
<h5>Kaggle Computer Vision專案</h5>
<p>
<ul>
<li><a href="https://github.com/zhu7055/kaggle_computer_vision">link</a></li>
</ul>
</p>
<hr>
<h5>Kaggle Advanced SQL專案</h5>
<p>
<ul>
<li><a href="https://github.com/zhu7055/kaggle_advanced_sql">link</a></li>
</ul>
</p>
<hr>
<h5>Kaggle Feature _Engineering專案</h5>
<p>
<ul>
<li><a href="https://github.com/zhu7055/kaggle_Feature_Engineering">link</a></li>
</ul>
</p>
<hr>
<h5>Javascript_Project專案</h5>
<p>
<ul>
<li><a href="https://github.com/zhu7055/javascript_project">link</a></li>
</ul>
</p>
</div>
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