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 24 min read 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 66 min read 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 37 min read 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 46 min read AWS, R, Python
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
Portfolio Optimization with Python and R
Portfolio optimization with Python and visualization with R
Wednesday, 15 Sep 2021 21 min read Python