2022/ SUMMER
Data Science and Machine Learning
Statistics plays a central role in both data science and machine learning. The Data Science and Machine Learning (DSML) program introduces students to some of the most popular statistical methods in data science and machine learning for various tasks, such as classification and regression. These methods will include very modern techniques such as ensemble tree-based methods (including bagging, random forests, boosting such as gbm and xgboost, etc.) and neural networks, as well as some ever-popular classical techniques. Students will learn not only what the methods are, how they work, why they work, but also how to code and use them in real data. Course projects will provide students the opportunity to apply these methods in real datasets and identify/tune-up/develop the best model. Working on these challenging real datasets will be a great research experience for students.
PROGRAM FEATURES
An academically rigorous program that incorporates 28 classroom contact hours with faculty, 6 hours of workshops, and 6 hours with teaching assistants.
Live and synchronous classes with a University of Notre Dame professor in the Department of Applied and Computational Mathematics and Statistics.
Live workshops on Data Storytelling, Data Ethics, Applying to Grad School in the U.S. & at Notre Dame, Academic English Presentation Skills, etc.
Panel discussion with Notre Dame’s current international PhD students.
Have access to University of Notre Dame’s student learning platform and all classroom materials.
DELIVERY METHOD
100% online and synchronous (live)
DATES
August 1, 2022 - August 18, 2022
PROGRAM CERTIFICATE
Upon successful completion of the program, each participant will receive an official program completion certificate.
更多项目信息，请点击文末“阅读原文”查看
项目申请
申请条件
我校正式注册在读的本科生或研究生；
学习成绩优良，对相关课程感兴趣；
英文水平需达到以下标准之一：
Preferred English proficiency:
TOEFL iBT "My Best Score" 80
IELTS 6
Duolingo English Test 105
Chinese English Test 4 (CET4) 500
Chinese English Test 6 (CET6) 450
相关费用
该项目学费为1500美元，
我校参加学生每人可获得250美元项目奖学金。
申请流程
登录info【在线服务系统】，提交国际处【学生海外学习短期项目申请】；
注：校内申请需经所在院系等部门联合审核，因此请在提交申请后关注审核状态，申请状态显示为“国际处审批同意”或“办理成功”时方为完成校内申请。
完成外方学校官网网申，网申地址请点击文末“阅读原文”查看。
项目编号：2022019
申请截止时间：2022年6月13日
联系方式
国际处海外学习办
电话：62794601
邮箱：dongni@tsinghua.edu.cn
外方邮箱：
globalprograms@nd.edu