Yang (Ken) Wu
Yang (Ken) Wu
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Python
Portfolio Optimization with Python: Hierarchical Risk Parity
Optimizing portfolio construction using the machine learning based Hierarchical Risk Parity algorithm
Sunday, 20 Oct 2024
Python
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
AWS
,
Python
End-to-End Time Series Forecasting with Amazon SageMaker
Training a time series model with Amazon SageMaker and deploying it as a REST API with AWS Lambda and Amazon API Gateway
Friday, 27 Oct 2023
Python
,
AWS
Using Transformers for Tabular Data: A Complete Guide with Amazon SageMaker
Training a deep learning classification model on SageMaker and hyperparameter tuning with Optuna
Thursday, 21 Sep 2023
AWS
,
Python
Deploying Python Dash and R Shiny Apps with ShinyProxy, Docker, Amazon EC2 and Cognito
Steps for deploying Python Dash and R Shiny applications using ShinyProxy, Docker, Amazon EC2, and Cognito
Friday, 23 Jun 2023
AWS
,
R
,
Python
K-Nearest Neighbors (KNN) Classifier: Step-by-Step Python Implementation from Scratch
Step-by-step Python tutorial for building a K-Nearest Neighbors (KNN) classifier from the ground up
Wednesday, 02 Nov 2022
Python
Probability Functions in R and Python
A comprehensive reference for probability functions in R and Python, covering both continuous and discrete cases
Thursday, 13 Oct 2022
R
,
Python
Portfolio Optimization with Python and R: Modern Portfolio Theory
Optimizing portfolio construction using Python and Markowitz’s mean-variance framework, with visualization in R
Wednesday, 15 Sep 2021
Python
,
R
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