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/SBX-Recommendation-Engine

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

bdnf/BigData-Engineering-Projects

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

bdnf/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

bdnf/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

bdnf/SageMaker-Model-Deployment

Deployment of Machine Learning microservice using Kubernetes and Docker

bdnf/airflow-dags

bdnf/airflow-materials-aws

Materials for the next course

bdnf/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

bdnf/Building-DataLake-with-Spark-and-S3

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

bdnf/Akka-Prime-Number-in-Java

Repository contains example Akka program written in Java.

bdnf/amazon-sagemaker-architecting-for-ml

Materials for a 3-day instructor led course on applying machine learning

bdnf/aws-advanced-security-course

AWS Advanced Security Course

bdnf/AWS-HA-App-with-Multi-Region-RDS-Database

The project describes how to build a two-tier application for high-availability and resilience using RDS database in Multi-Availability Zone, Multi-Region setup is used, and usage in geographically separate AWS regions is shown

bdnf/binary-transparency-example

Secure Binary Transparency example using SCONE

bdnf/Deep-Learning-with-PyTorch

This repository contains code and associated files for developing and deploying various Machine Learning models using PyTorch and trained on AWS SageMaker

bdnf/deploying-addons-on-kubernetes-cluster

bdnf/Distributed-Blockchain-with-Rust

[Ongoing] an example implementation of crypto concurrency using Blockchain approach with Rust.

bdnf/elk-stack-kubernetes

bdnf/fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

bdnf/HA-CloudFormation-deployment

Deployment of a website app using Load Balances, Auto Scaling good with additional Bastion Host and Cloud front distribution for high availability and secure access to the application web servers.

bdnf/Jenkins-Pipelines-on-AWS

Build your simple Jenkins pipeline of AWS EC2

bdnf/kubernetes

Production-Grade Container Scheduling and Management

bdnf/kubernetes-cluster-setup

bdnf/NLP-Speech-Recognition-and-Machine-Translation

Collection of NLP Machine Learning models, featuring Speech Tagging, Machine Translation (English-French), and Speech Recognition projects using Tensorflow and Keras libraries.

bdnf/NodeTLS-Confidential-Compute-with-SCONE

This tutorial shows how to build and deploy containerized Confidential Compute basic NodeJS HTTPS server with TLS certificate and key dynamically injected from CAS

bdnf/practicing-akka

Collection of implemented Akka examples, for a future reference

bdnf/practicing-kafka-streams

bdnf/SageMaker-RNN-with-API-Gateway

Create RNN Sentiment Analysis model, and deploy it with AWS Lambda and API Gateway

bdnf/sconecontainers.github.io

Scone Website

bdnf/spark-socket-connector