Yang (Ken) Wu
Yang (Ken) Wu
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Scraping ETF KPIs with AWS Lambda, AWS Fargate, and Alpha Vantage & Yahoo Finance APIs
Automate the collection of key performance indicators and financial metrics for ETFs using AWS services and financial APIs
Saturday, 22 Jun 2024
23 min read
AWS
,
Python
End-to-End Time Series Forecasting with AWS SageMaker
Training a time series model with AWS SageMaker and deploying it as a REST API with AWS Lambda and AWS API Gateway
Friday, 27 Oct 2023
65 min read
Python
,
AWS
Using Transformers for Tabular Data: A Complete Guide with AWS SageMaker
Training a deep learning classification model on SageMaker and hyperparameter tuning with Optuna
Thursday, 21 Sep 2023
36 min read
AWS
,
Python
Deploying Shiny or Dash Apps with ShinyProxy, Docker, and AWS
Steps for deploying R shiny or Python Dash applications documents with AWS, Docker, and ShinyProxy
Friday, 23 Jun 2023
40 min read
AWS
,
R
,
Python
Hosting VS Code on AWS SageMaker Notebook Instance
Two Steps to Hosting VS Code on Amazon SageMaker
Saturday, 15 Apr 2023
3 min read
AWS
Probability Functions In R and Python
A quick reference for probability functions in R and Python
Thursday, 13 Oct 2022
5 min read
R
,
Python
A pandas, dyplr, data.table, and pydatatable Repository
A running list of everyday data wrangling code snippets
Sunday, 01 May 2022
38 min read
R
,
Python
Deploying Shiny Apps or Interactice Documents with Shiny Server and AWS
Steps for deploying shiny applications or interactive documents with AWS
Wednesday, 19 Jan 2022
38 min read
R
,
AWS
Portfolio Optimization with Python and R
Portfolio optimization with Python and visualization with R
Wednesday, 15 Sep 2021
21 min read
Python
Visualizing My Life In Months
Visualizing my life using the
waffle
package
Tuesday, 07 Sep 2021
1 min read
R
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