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Machine Learning Notes
Infrequently Asked Questions in ML
Uplift Modelling and Contextual Bandits
Probabilistic Machine Learning
Frequentist Vs. Bayesian Methods
Finding the Posterior of Latent Variables
\(\mathcal{Z}\)
Personal Projects
Bayesian Contextual Bandits
Weibull Time To Event Recurrent Neural Net in Pyro
Featured Course Work & Extra-curriculars
ISE-562 Decision Analysis
Certain Equivalents and Sensitivity Analysis
Mid Term Part (2): Individual Assignment: Tornado Diagrams and Bidding
ISE-533 Integrative Analytics
HW 1
HW 2
Project 1: Group Restaurants Choice
Project 2: Multi-location Transshipment Problem
ISE-537 Financial Analytics
HW 1
HW 2 Part 1
HW 2 Part 2
HW 3
Market Observations
MO 1: TSLA Absurd P/E Ratio
MO 2: The NASDAQ Whale
MO 4: Dovish till 2024
MO 4: The Future of EV batteries
MO 5: Palantir
Paper Reviews
Paper Review 1: Value and Momentum Everywhere
Paper Review 2: Carry
Paper Review 3: Quality Minus Junk
Paper Review 4: Size Matters, if You Control Your Junk
Paper Review 5: The Low-Risk Anomaly: A Decomposition into Micro and Macro Effects
Project 1: Momentum Strategies
Project 2: Carry
Notes
ISE-530 Optimization Analytics
HW 1
HW 2
HW 3
HW 4
HW 5
HW 6
HW 7
HW 8
HW 9
Midterm
Final
Summary
CSCI-499 AI for Social Good
Paper Reviews
Paper Review 1
Paper Review 2
Paper Review 3
Paper Review 4
Paper Review 5
Paper Review 6
Paper Review 7
Paper Review 8
Paper Review Presentation
Education Deserts Research
CAIS++
Evolving FPGAs for Accelerated MachineLearning on Bare Metal
OCR Research on Google Street View Panoramics
Udacity Data Scientist Nanodegree - Exploring House Prices in Singapore
Udacity Data Scientist Nanodegree Certificate
Chengyi (Jeff) Chen's Resume
GitHub
.ipynb
.pdf
repository
Center for AI in Society’s Student Branch (CAIS++)
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Paper Review 8
Exploring Residential House Prices in Singapore
