Boyang Zhao – Medium

Boyang Zhao

Boyang Zhao
in
AWS Tip

Using AWS Lambda functions in VPC with VPC endpoints

With examples for DynamoDB and Simple Email Service

Nov 8, 2022

Using AWS Lambda functions in VPC with VPC endpoints

Nov 8, 2022

Boyang Zhao
in
Towards Data Science

Quick start on deploying your Dash application using Heroku on a custom domain

A tutorial going over how to deploy your python Dash application using Heroku with authentication on a custom domain.

Dec 31, 2021

Quick start on deploying your Dash application using Heroku on a custom domain

Dec 31, 2021

Boyang Zhao
in
Towards Data Science

Basics of few-shot learning with optimization-based meta-learning

Overview of the mechanics behind MAML, FOMAML, and Reptile methods in optimization-based meta-learning

Aug 7, 2021

Basics of few-shot learning with optimization-based meta-learning

Aug 7, 2021

Boyang Zhao
in
Towards Data Science

Expectation-maximization in general and for Gaussian mixtures

The theory and intuition behind EM with examples in Python

Feb 5, 2021

Expectation-maximization in general and for Gaussian mixtures

Feb 5, 2021

Boyang Zhao
in
Towards Data Science

Vaccine efficacies (with COVID-19 examples) — Bayesian posterior VE/CI calculations

Overview of Bayesian statistical analyses for vaccine efficacy and calculations for select COVID-19 vaccines.

Jan 26, 2021

Vaccine efficacies (with COVID-19 examples) — Bayesian posterior VE/CI calculations

Jan 26, 2021

Boyang Zhao
in
Towards Data Science

Monte Carlo integration in python over univariate and multivariate functions

Monte Carlo integration is a basic Monte Carlo method for numerically estimating the integration of a function f(x). We will discuss here…

Jan 13, 2021

Monte Carlo integration in python over univariate and multivariate functions

Jan 13, 2021

Boyang Zhao
in
Towards Data Science

Getting started with Gaussian process regression modeling

A quick guide to the theory of Gaussian process regression and in using the scikit-learn GPR package for regression

Aug 7, 2020

Getting started with Gaussian process regression modeling

Aug 7, 2020

Boyang Zhao

Boyang Zhao

Manager, Data Science at ING Bank N.V. | Computational biology, genomics, machine learning, fintech | @MIT PhD | https://www.linkedin.com/in/boyangzhao

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