SU LIU

Education

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  Smith School of Business at Queen's University

  2018 - 2020

  Master of Management Artificial Intelligence, Machine Learning

  Study the application of artificial intelligence and machine learning in the context of modern business decision-making• Team-Based program focusing on Python and JupyterHub• Technical principles of AI and modern methods for data search and retrieval, and how to practically apply them to real world problems• Enhancement of skills for communicating complex problems and AI solutions to wide audiences in an organization; and training in creating and maintaining high performance work… Show more Study the application of artificial intelligence and machine learning in the context of modern business decision-making• Team-Based program focusing on Python and JupyterHub• Technical principles of AI and modern methods for data search and retrieval, and how to practically apply them to real world problems• Enhancement of skills for communicating complex problems and AI solutions to wide audiences in an organization; and training in creating and maintaining high performance work teams• Awareness and engagement in the ethical, economic, and societal impacts of computers exhibiting intelligent behavior• Courses- Machine Learning- Natural Language Processing - Deep Learning- Deep Neural Networks- Reinforcement Learning- AI Strategy Show less

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  University of Toronto Mississauga

  2007 - 2012

  Bachelor of Science - BS MATHEMATICS AND STATISTICS

  Double Majors in Mathematics and Economics, Minor in Statistics• Courses - Linear Algebra - Calculus- Statistics- Introduction to Mathematical Logic- Partial Differential Equations- Advanced Real Analysis- An Introduction to Statistical Reasoning and Data Science- The Practice of Statistics- Statistics for Computer Scientists- Probability and Statistics- Methods of Data Analysis- Mathematical Statistics- Introduction to Economics-… Show more Double Majors in Mathematics and Economics, Minor in Statistics• Courses - Linear Algebra - Calculus- Statistics- Introduction to Mathematical Logic- Partial Differential Equations- Advanced Real Analysis- An Introduction to Statistical Reasoning and Data Science- The Practice of Statistics- Statistics for Computer Scientists- Probability and Statistics- Methods of Data Analysis- Mathematical Statistics- Introduction to Economics- Microeconomics Theory- Macroeconomic Theory and Policy- Mathematical Methods for Economic Theory- Quantitative Methods in Economics- Modern Symbolic Logic- Probability and Inductive Logic Show less

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  Smith School of Business at Queen's University

  2018 - 2019

  Master of Management Analytics Big Data

  Analyzing data and perform predictive analysis using analytics tools such as SAS, R, Python, Tableau, SQL, ME XL to solve business problems • Customer segmentation, discriminative analysis, as well as prediction on customer behavior, spending and communication channel, and discrete event and staffing simulation• Courses- Acquisition and Analysis of Data- Big Data- Multivariate Statistical Analysis- Marketing Analytics - Operations and Supply Chain Analytics-… Show more Analyzing data and perform predictive analysis using analytics tools such as SAS, R, Python, Tableau, SQL, ME XL to solve business problems • Customer segmentation, discriminative analysis, as well as prediction on customer behavior, spending and communication channel, and discrete event and staffing simulation• Courses- Acquisition and Analysis of Data- Big Data- Multivariate Statistical Analysis- Marketing Analytics - Operations and Supply Chain Analytics- Analytical Decision Making- Analytics for Financial Markets- Pricing Analytics- Management of Analytics- Text Analytics & Sentiment Analysis- Machine Learning- Project Leadership Show less