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chengweilin114.Data_Science

Hello World!

My Github user page is at: https://github.com/chengweilin114

My Github pages repo can be found at: https://github.com/chengweilin114/data_science.github.io/

Feel free to reach out my project web page at: https://chengweilin114.github.io/tableau_COVID-19_dashboard.html

Project

Machine Learning

Data Analysis

  • Title: Peak Prediction Hedging
  • Use random forest algorithms to analyze the top n highest peak datasets for customers, rewarded about $100/kW for each unit of load reduced during the five highest hour-long peaks in the year of the total grid
  • Applied Pandas in Python to built-up visual statistic for displaying the performance in each season

Data Visualization

  • Title:Project management for visualization, analytics software development
  • Implement web data connector skills to gain the updated daily COVID-19 datasets from data source and analyze the insights of data using Tableau to forecast the trend of Top5 infected State's total confirmed cases after one month
  • Agile based planning and development of dynamic COVID-19 dashboard and data storyboarding in Tableau with Github based continuous deployment