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统计研究生申请攻略

其他
  • 课程简述: 全方位介绍并指导美国统计(应统)项目硕士申请的各个环节、策略和注意事项
  • 适用用户: 针对想要申请Top Statistics(Applied Stats)Master的同学

简单介绍个人信息,并记录客户基本情况

根据客户基本情况,推荐符合的项目大list,并依次分析项目优缺点

根据客户背景,提供申请阶段可短期快速提升的内容建议,并给出长期规划

回答客户任何相关的咨询问题

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Data Science硕士申请攻略

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  • 课程简述: 全方位介绍并指导DS项目的申请及策略
  • 适用用户: 针对本科是数学或统计背景,志在申请Top DS Master项目的同学
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美国生活旅行咨询

生活
  • 课程简述: 详细解答关于在美国考驾照、买车卖车、Road trip、申请信用卡等生活问题
  • 适用用户: 即将来到或刚开始美国学习生活的同学

自我介绍

自我介绍

美本double数学统计,DIY申请12所学校拿到8个AD,主要申请统计及数据科学方向,副申金工金数

目前主要兴趣在于数据挖掘,深度学习及强化学习

欢迎对stats/ds/金工感兴趣并且在申请路上有困扰的童鞋来找我聊天!

也欢迎共同探讨相关专业在美国的就业前景(intern+full time)和career development~

教育经历

教育

New York University

Master Data Science
~

University of Michigan

Bachelor Mathematics & Honors Statistics
~

经历

Algorithm Engineer Intern

QuantGroup
~

  • Queried data through Hive; built and backtested three submodels of the main credit evaluation model, algorithms including XGBoost, GBDT and LR, coded in Python; decreased 1.2% overall bad rate after one of the models deployed;

  • Feature engineering, created and selected features by utilizing Python packages like sklearn, nltk, genism, etc.;

  • Cleaned large dataset containing more than 2,000,000 user data; conducted statistical tests including univariate analysis on sample sets to examine the quality of external data source.


Research assistant

University of Michigan Transportation Research Institute
~

• Chose two intersections in Ann Arbor with connected vehicle (CV) data received from roadside equipment (RSE);

• Cleaned and prepared the data, and assisted in preparing the data table using MATLAB. Fragmented data based on time periods, vehicles’ headings and GPS positions. Extracted data from different dates and ran code to test the table;

• Linear programming, utilized and modified the MAXBAND algorithm to build model that optimized local traffic efficiency.

数据分析实习生

多伦科技有限公司
~

• Joined development team for Duolun’s Learn to Drive app. Migrated data from MySQL database to Alibaba’s Distributed Relational Database Service (DRDS). Integrated DRDS with Alibaba’s data integration platform through Elastic Compute Service (ECS);• Aided in implementing real-time synchronization on daily testing and training data. Imported data and ran Alibaba’s Open Data Processing Service (ODPS) with SQL scripts through MaxCompute Python SDK;• Used data visualization tool DataV to extract and visualize the results generated by MaxCompute.

Honors Student

University of Michigan, Department of Statistics
~

• Honors thesis focused on manipulating functional data analysis (FDA) package to create functional objects with R. Smoothed the automobile data and compared time series by finding the first and second derivatives of each curve;
• Selected model, built OLS and time series models with most significant predictors and lagged variables;
• Analyzed regression and diagnostics, modified model by checking the error assumption and testing multicollinearity among selected variables. Set up unemployment rate as an indicator variable to test the effect of economic downturns on car sales predictions;
• Conducted time series forecasting. Validated the lag period derived from the multiple regression model by determining the ARIMA model’s autoregressive parameter by examining the autocorrelogram and the partial autocorrelogram.

获奖 & 荣誉

William J. Branstrom Freshman Prize

University of Michigan

授予平均绩点在全级前5%的大一新生

University Honors

University of Michigan

Dec. 2014, May 2016, Dec. 2016, April 2017

共四次

Teaching Assistant

University of Michigan,Department of Mathematics

Math 472: Numerical Methods with Financial Applications. Jan 2017 – April 2017

Math 423: Mathematics of Finance. Sept. 2016 – Dec. 2016

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  • Sara wu
    Sara wu May 28, 2018
    行家咨询: 统计研究生申请攻略

    顾问非常nice, 提供了很多帮助也热情地回答了很多问题!强烈推荐

  • Caroline
    Caroline Feb 5, 2018
    行家咨询: Data Science硕士申请攻略

    在简历修改、文书写作方面给我提了很多相当有价值的建议,1: 修正了我很多对于文书写作的误区,基本结束咨询之后就可以开始动笔写的程度,2: 相对于general 的简历修改,提供了很多data science 领域的简历修改意见, 3: 以及对data science program申请相当了解,非常谢谢帮助!

  • Cranmania
    Cranmania Dec 19, 2017
    行家咨询: Data Science硕士申请攻略

    导师非常nice,回答了我关于数据科学的很多疑问

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