Semester-Long Courses

• YSC4216: Machine Learning, Yale-NUS (2024)
• DSA4212: Large Scale optimization, NUS (2017 – 2025)
  • List of possible projects
• YSC4236: Optimization for Large Scale Inference, Yale-NUS, (2022)
• YSC3252: Computational Statistics, Yale-NUS, (2022)
• DSA5843: Learning from Data: Neural Networks, NUS (2020–2021)
• ST3233: Applied Times Series, NUS, (2016, 2019, 2021)
• ST4240: Data Mining, NUS, (2014–2017)
• ST4231: Computationally Intensive Statistics, NUS (2014–2015)
• Multivariable Calculus II, Chennai (CMI), (2018)

Lecture Series:

• Summer school on Sstatistics & ML, VIASM July 2024
  • Slides available here
• Summer school on Bayesian statistics (5h Lecture), VIASM July 2023

Notes:

• Probability Basics