bdnf

airflow-dags

airflow-materials-aws

Materials for the next course

Application-Deployment-on-EKS-Cluster-using-Jenkins

CI/CD pipeline used to deploy a Machine Learning model on Kubernetes, using Jenkins server on EC2 instance

BigData-Engineering-Projects

Data modeling with Cassandra, building Data Warehouse using Redshift and creation of Data Lake using Spark and Airflow

Building-DataLake-with-Spark-and-S3

Data Engineering project on how to build Data Lake on S3 using Chicago Taxi Dataset

FlaskApp-on-EKS-with-CodePipeline

Deployment of a Flask App container to a Kubernetes cluster using AWS EKS. Implement Continuous Delivery (CD) and Continuous Integration (CI) with AWS CodePipeline and AWS CodeBuild

Kubernetes-CKAD-cheatsheet

Examples for practicing for Certified Kubernetes Application Developer exam that certifies ability to design, build, configure, and expose cloud native applications for Kubernetes. A Certified Kubernetes Application Developer role is able to define application resources and use core primitives to build, monitor, and troubleshoot scalable applications and tools in Kubernetes. And this repo presents common use-cases that developer will face in dat=to-day work

SageMaker-Model-Deployment

Deployment of Machine Learning microservice using Kubernetes and Docker

SBX-Recommendation-Engine

The repository contains steps for building a recommendation engine using PyTorch. Based on a public dataset from Starbucks

bdnf/FAonGitHub

MWE for including fontawesome icons on github.

bdnf/Functional-Programming

Practicing Functional Programming

bdnf/GPU-Kubernetes-Guide

How to setup a production-grade Kubernetes GPU cluster on Paperspace in 10 minutes for $10

bdnf/mastering-akka

Example code from the Mastering Akka book

bdnf/RubyOnRails