(Day 144) Using Graph Neural Networks to predict taxi passenger demand and origin/destination
May 24, 2024
Hello :) Today is Day 144!
A quick summary of today:
- started reading papers on using graphs for taxi demand and origin/destination predictions
(Day 143) Forward, backward prop and param update by hand
May 23, 2024
Hello :) Today is Day 143!
A quick summary of today:
- did forward and backprop of a toy neural net by hand and confirmed with python
- set up my station at the student lab at uni
(Day 142) Stanford's XCS224W - ML with Graphs - assignment 4 completed
May 22, 2024
Hello :) Today is Day 142!
A quick summary of today:
- did my 4th assignment for the XCS224W:ML with Graphs course
- interviewed for a lab assisstant at my university’s Big Data department
(Day 141) Lognormal random variables and looking for a TA position
May 21, 2024
Hello :) Today is Day 141!
A quick summary of today:
- read a bit more of A Primer For The Mathematics Of Financial Engineering by Dan Stefanica
- applied (sent an email) about becoming a TA for one of the undergraduate big data/ML/statistics courses in my uni
(Day 140) First 3 chapters of A Primer For The Mathematics Of Financial Engineering by Dan Stefanica
May 20, 2024
Hello :) Today is Day 140!
A quick summary of today:
- Ch 1 - calculus review and plain vanilla options
- Ch 2 - improper integrals, numerical integration, interest rates and bonds
- Ch 3 - probability, Black-Scholes formula, Greeks and hedging
(Day 139) MLFlow (MLOps) on AWS
May 19, 2024
Hello :) Today is Day 139!
A quick summary of today:
- learned how to host a mlflow server on AWS