"AI is Now!" PanelHANOI, MAY 2019 - Vietnam AI Grand Challenge
Invited panelist at "AI is Now!" Hanoi - one of the 3 public seminars to kickstart Vietnam AI Grand Challenge. Discussed AI roles, applications, good practice to applying AI, related technical & social issues.
Machine Learning as probabilistic (Bayesian) modelling, in simpler languageHANOI, FEB 2017 - Data Science Lab, HUST
A 5-session tutorial with the objective of introducing core concepts of modern Machine learning under probabilistic perspective, with (i) more visualization & interpretation of the accompanied math, and (ii) augmented graphical model notation to incorporate DNN architectures into stochastic structure of Probabilistic models. Upon completing this course, the learners can, hopefully, explore the spectrum of ML/AI research with minimal guidance, keep their heads up on the big picture to not get lost in the complexity of the field, later learn advanced materials more efficiently.
Introduction to Data AnalyticsHANOI, JUL 2016 - CareerMe
Elements of Data Analytics, technical aspects, and presence in daily-life. Joint-talk with (now) Dr. Linh Nghiem
Data Analytics, Data Science, and Big Data have been the trending words that appear frequently even on mainstream media. However, the terms address a wide spectrum of disciplines and often used arbitrarily, thus may confuse aspiring students or early starters. It may be surprising that the the first 2 actually overlap a lot, and share similar foundation that might have been very familiar to many people already (spoiler: statistics). The objective of this talk is to de-mystify these terms, presenting the fundamentals of Data analytics, discuss career prospect and share relevant experiences from the speakers.
Overview of Machine Learning applications in BioinformaticsHANOI, JUL 2015 - DATA SCIENCE LAB, HUST
Where Machine learning can help make sense of -omic data; An example of applying Bayesian network structured inference to learn a cellular pathway; Challenges for data-driven modelling for molecular biology problems.
Digital painting on Android phones / tablets with Clover PaintInternet, 2013
Clover Paint is a feature rich painting app with lots of advanced features and customization, thus is arguably the only industrial-grade Android app for digital painting. However learning curve is high, and the only documentation at the time was an over-comprehensive Japanese manual. In order to bring the app to wider audience, I made serveral tutorials and walkthrough in English, which later became the official documentation.