Andy Tjoeng

Education

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  Singapore Polytechnic

  2021 - 2022

  Specialist Diploma - Data Science (Data Analytics) MATHEMATICS AND STATISTICS Passed

  Statistics - Basic statistics skills in descriptive analytics- Proficient in data cleaning and manipulation using numpy and pandas libraries - Probability analysis with differing sampling methods, utilizing F-value / Z values - Chi - Square / Anova / Principal components / factor analysis using Minitab (Basic application on scikit learn) - Basic understanding on Eigenvectors / Eigenvalue analysis for statistics Data mining techniques - Supervised and unsupervised… Show more Statistics - Basic statistics skills in descriptive analytics- Proficient in data cleaning and manipulation using numpy and pandas libraries - Probability analysis with differing sampling methods, utilizing F-value / Z values - Chi - Square / Anova / Principal components / factor analysis using Minitab (Basic application on scikit learn) - Basic understanding on Eigenvectors / Eigenvalue analysis for statistics Data mining techniques - Supervised and unsupervised techniques exposed in consideration of optimisation, cross validation , normalisation - Basic understanding of sum of squares - Basic understanding on ROC Curve and it’s application- Assessment of data models using model metrics such as Accuracy / Recall / Precision - Basic proficiency with Python Scikit Learn, KNIME Show less

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  Ngee Ann Polytechnic

  2009 - 2012

  Diploma in Marine and Offshore Technology Engineering
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  Singapore Institute of Technology

  2014 - 2016

  Bachelor of Science - BS Offshore Engineering First Class Honours