UCL School of Management
UCL School of Management
Data Analytics II (2017 - Present, Course leader and instrtuctor)
Data Analytics II (2017 - Present, Course leader and instrtuctor)
- Second year core course for BS.c. Management Science students
- Evaluation: 4.1/5 in 2017, 4.3/5 in 2018, 4.5/5 in 2019
- Topics covered in the course: time series forecasting; regressions; tree-based models (CART, random forest abd xgboost); ensemble techniques (robust means and stacking); text analysis (Lemmatization, word cloud and sentiment analysis); cloud computing.
- Sample case studies dicussed in class: Yahoo's acquisiton of Tumblr (predict Tumblr's monthly audience growth); Predicting Finnie Mae's loan default rates; Tweets, retweets, and entrepreneurship (download tweets from Twitter's API and predict the number of retweets based on a tweet's sentiment score).
Big Data Analytics (2018-2019, Guest lecturer)
Big Data Analytics (2018-2019, Guest lecturer)
- Elective couse for MS.c. Finance students
- Teach one session (3 hours) about predictive analysis using the case of our Heathrow project
Mathematical Foundations of Management III (2015 - 2017, Seminar teacher and teaching assistant)
Mathematical Foundations of Management III (2015 - 2017, Seminar teacher and teaching assistant)
- Second year core course for BS.c. Management Science students
London Business School
London Business School
Project Management (2014 - 2018, Workshop teacher and teaching assistant)
Project Management (2014 - 2018, Workshop teacher and teaching assistant)
- Elective course for MBA and EMBA students
- Teach students to apply Excel, Microsoft Project and @risk to plan and track projects in workshops. Grade sutdents' managerial reports.