Steven Mok

Education

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  The Chinese University of Hong Kong

  -
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  City University of Hong Kong

  2010 - 2012

  Master of Finance Finance, General Very Good

  Activities and Societies: Postgraduate Association Representative; Student Discipline Board Discipline Member

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  Columbia Engineering

  2022 - 2022

  Certificate Applied Machine Learning & Python

  This course have 24 weeks of Python for Data Science.The first half of the Applied Machine Learning will focus on supervised learning techniques for regression and classification. In supervised learning, this course have inputs and try to predict corresponding outputs.In the second half of Applied Machine Learning, the course shift to unsupervised learning techniques. In unsupervised learning, the end goal is less clear-cut than predicting an output based on a corresponding… Show more This course have 24 weeks of Python for Data Science.The first half of the Applied Machine Learning will focus on supervised learning techniques for regression and classification. In supervised learning, this course have inputs and try to predict corresponding outputs.In the second half of Applied Machine Learning, the course shift to unsupervised learning techniques. In unsupervised learning, the end goal is less clear-cut than predicting an output based on a corresponding input. It will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data. Use intermediate Python skills, including functions and packages, to analyze various types of data.Apply fundamental statistics and probability concepts to analyze and solve problems using Python.Apply linear algebra, including Bayesian linear regressions, to create algorithms to analyse and predict data. Show less