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Resources
林佩誼（Winnie）
轉職中｜自學專案實作中｜Aspiring Data & Business Analyst｜專注於行銷數據分析與自動化流程應用
利用 Python 等工具，獨立完成多個個人專案，持續精進資料蒐集、清洗與分析能力，專注於行銷數據的視覺化展現與商業洞察。
🔹 Portfolio Projects in Marketing & Data Analytics
🔹 Currently building a learning-log automation tool using Google Sheets (in progress)
🔹 Tools: Google Sheets, Power BI, Python (basic)
財團法人商業發展研究院（商研院）
National Ilan University
台北市, 台灣
Taiwan
Professional Background
- Current StatusUnemployed
- ProfessionData Analyst
- Fields
- Work ExperienceLess than 1 year (Less than 1 year relevant)
- Management
- Skills
- Highest Level of Education
Job Search Preferences
- Current Status
- Desired Job Type
- Desired Positions
- Desired Work Locations
- Freelance
Work Experience
數據分析培訓學員｜Data Analytics Trainee
Taipei City, Taiwan
系統性學習資料處理與商業數據分析技能，涵蓋以下工具與技術：
● Python（Pandas、NumPy）
● 資料庫（MySQL、SQLite）
● 資料視覺化（Power BI、Matplotlib）
● 網路爬蟲技術（BeautifulSoup、Selenium、Requests）
📊 個人專案（課程實作）：「捷運旅運模式分析：K-means 分群應用於臺北捷運板南線」
● 培訓期間完成之專案，運用真實通勤數據與機器學習模型，分析板南線旅運模式與車站分群特徵。
📜 證照成就：課程三個月內考取 8 張程式相關證照，強化數據分析與應用能力。
