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scfengv/README.md

Hi there, I'm Vincent

Welcome to my personal portfolio — a snippet of what I’m interested in, working on and learning about.

scfengv

About

👶🏻 Born in Dec. 2000

📍 Lived in Hsinchu, Studied in Tainan, Born in Taiwan 🇹🇼

📝 Currently work as a Research Assistant @ Institute of Statistical Science, Academia Sinica

🏫 Bachelor of Materials Science and Engineering @ NCKU

🎒 Intelligent Computing Credit Program @ NCKU School of Computing

👔 Fubon Big Data analytic Intern in Summer '23 @ Fubon Financial Holding

🥇 Won first prize with Repo Topic-Modeling-for-TVL-livestream-comments @ iCaps

📊 Participated in TitanSoft cooperation project @ NCKU DAC

🌱 I’m currently working on Natural Language Processing and Swarm Intelligence Algorithms

📫 How to reach me [email protected]

Connect with me:

shen-ching feng https://www.facebook.com/shen.ching1227/

Languages and Tools:

mongodb mysql oracle pandas python pytorch scikit_learn seaborn selenium tensorflow

Top Repositories

Popular repositories Loading

  1. ML-Forest-Fire-Prediction-with-Regression-and-Classification ML-Forest-Fire-Prediction-with-Regression-and-Classification Public

    Using both Regression and Classification to make a good prediction to an extreme imbalance dataset. Improve the R square from 0.01 to 0.73 for Regression and the Accuracy of Classification can up t…

    Jupyter Notebook

  2. ML-Wine-Type-and-Quality-Classification ML-Wine-Type-and-Quality-Classification Public

    This project focuses on classifying wines based on their type (red or white) and quality using machine learning techniques. The data used in this project is sourced from the UC Irvine Machine Learn…

    Python

  3. ML-Mathematical-and-Statistical-foundation-of-Shrinkage-method ML-Mathematical-and-Statistical-foundation-of-Shrinkage-method Public

    In-depth exploration of the mathematical and statistical principles behind the shrinkage method. Using Lasso and Stepwise feature selection to select and classify an artificially expanded variable …

    Jupyter Notebook

  4. scfengv scfengv Public

    Hi there, check out some works I have done in my spare time

  5. NLP-Sentiment-Classifier NLP-Sentiment-Classifier Public

    Utilize and explore the mathematical foundation of Generative and Discriminative algorithms to build a Natural Language sentiment classifier with Twitter samples dataset.

    Jupyter Notebook

  6. Stock-Valuation Stock-Valuation Public

    This project serves as a 5-year DCF model to evaluate companies' target prices, using Selenium to fetch stock information mainly from Yahoo Finance & Stock Analysis. The information includes everyt…

    Python