GitHub Actions

2023-08-04

Deploying Streamlit to Cloud Run

This article explains the steps to deploy Streamlit to Cloud Run. Terraform is used to create the necessary infrastructure resources on Cloud Run and deployment process is automated via GitHub Actions.

Python

Streamlit

Cloud Run

Google Cloud

GitHub Actions

Docker

Terraform

2023-07-15

Deploying FastAPI Application to ECS Fargate

This article introduces how to deploy a FastAPI application to ECS Fargate, including creating infrastructure resources with Terraform, and configuring GitHub Actions for continuous deployment.

AWS

Amazon ECS

FastAPI

Terraform

GitHub Actions

2023-07-03

Automating Sitemap Updates Using GiHub Actions

This article introduces how to automate sitemap updates using GitHub Actions.

Google

Google Search Console

SEO

GitHub Actions

2023-03-07

Custom Actions in GitHub Actions

This article provides a guide to creating custom GitHub Actions, delving into the three main types - Docker Container Actions, JavaScript Actions, and Composite Run Steps Actions.

GitHub

GitHub Actions

2023-03-06

Environment variables in GitHub Actions

This article guides you through managing environment variables and handling sensitive data with secrets in GitHub Actions, ensuring secure and efficient workflows for your development projects.

GitHub

GitHub Actions

2023-03-05

Conditional Execution in GitHub Actions

This article covers how to use conditional execution in GitHub Actions to control when certain steps or jobs in a workflow should run.

GitHub

GitHub Actions

2023-03-04

Actions in GitHub Actions

This article provides an in-depth overview of the different types of actions in GitHub Actions, including GitHub Marketplace Actions, Third-Party Actions, Container Images from Docker Hub, and how to create your own custom actions.

GitHub

GitHub Actions

2023-03-04

Artifacts and Job Outputs in GitHub Actions

This article offers ab exploration of artifacts and job outputs in GitHub Actions, showcasing their potential through practical examples. Discover how to effectively share data between actions and jobs.

GitHub

GitHub Actions

2023-03-03

Integrating Black with GitHub Actions

This article explians how to integrate Black, a Python code formatter, with GitHub Actions.

GitHub

GitHub Actions

Python

2023-03-03

Setting Up Python 3.10 in GitHub Actions

This article shows you the process of setting up Python 3.10 in GitHub Actions while addressing and resolving version compatibility issues caused by YAML's handling of floating-point numbers.

GitHub

GitHub Actions

Python

2023-03-03

Triggering Workflows in GitHub Actions

This article delves into triggering workflows in GitHub Actions, covering event-driven pipelines, events and triggers, scheduled workflows, and manual workflows. Learn how to leverage push, pull request, repository, and issue events to create efficient pipelines. Explore cron syntax for scheduling workflows and setting up manual workflows with the workflow_dispatch event. Finally, discover how to combine multiple triggers for more complex workflows tailored to your project's needs.

GitHub

GitHub Actions

2023-02-03

What is GitHub Actions

This article provides an in-depth introduction to GitHub Actions, an automation platform integrated within GitHub to streamline and optimize software development processes. Learn about the main components of GitHub Actions, including events, jobs, and actions, and discover how to set up your repository, create custom workflows, and utilize predefined actions. The article also covers the basic syntax and structure of workflow files and explores GitHub Actions' pricing model for public and private repositories.

GitHub

GitHub Actions

2022-12-03

Eliminating Dual Management of ECS Task Definition in Terraform and GitHub Actions

This article discusses the dual management issue of ECS task definitions in Terraform and GitHub Actions, and proposes a solution that simplifies task definition management by downloading the existing definition directly from AWS ECS in a GitHub Actions workflow.

AWS

Amazon ECS

Terraform

GitHub Actions

2022-09-05

Updating AWS ECR Image Using OIDC with GitHub Actions

This article introduces how to push an ECR image using GitHub Actions and the OpenID Connect (OIDC) protocol.

GitHub

GitHub Actions

Terraform

AWS

AlloyDB

Amazon Cognito

Amazon EC2

Amazon ECS

Amazon QuickSight

Amazon RDS

Amazon Redshift

Amazon S3

API

Autonomous Vehicle

AWS

AWS API Gateway

AWS Chalice

AWS Control Tower

AWS IAM

AWS Lambda

AWS VPC

BERT

BigQuery

Causal Inference

ChatGPT

Chrome Extension

CircleCI

Classification

Cloud Functions

Cloud IAM

Cloud Run

Cloud Storage

Clustering

CSS

Data Engineering

Data Modeling

Database

dbt

Decision Tree

Deep Learning

Descriptive Statistics

Differential Equation

Dimensionality Reduction

Discrete Choice Model

Docker

Economics

FastAPI

Firebase

GIS

git

GitHub

GitHub Actions

Google

Google Cloud

Google Search Console

Hugging Face

Hypothesis Testing

Inferential Statistics

Interval Estimation

JavaScript

Jinja

Kedro

Kubernetes

LightGBM

Linux

LLM

Mac

Machine Learning

Macroeconomics

Marketing

Mathematical Model

Meltano

MLflow

MLOps

MySQL

NextJS

NLP

Nodejs

NoSQL

ONNX

OpenAI

Optimization Problem

Optuna

Pandas

Pinecone

PostGIS

PostgreSQL

Probability Distribution

Product

Project

Psychology

Python

PyTorch

QGIS

R

ReactJS

Regression

Rideshare

SEO

Singer

sklearn

Slack

Snowflake

Software Development

SQL

Statistical Model

Statistics

Streamlit

Tabular

Tailwind CSS

TensorFlow

Terraform

Transportation

TypeScript

Urban Planning

Vector Database

Vertex AI

VSCode

XGBoost