SaifAlmaliki

Bert-NLP

BERT is a Transformer-based machine learning technique for natural language processing (NLP) pre-training developed by Google.

edgeai-lab-microcontroller-series

This repository is to share the EdgeAI Lab with Microcontrollers Series material to the entire community. We will share documents, presentations and source code of two demo applications.

eShopping2-Microservice

https://github.com/aspnetrun/run-aspnetcore-microservices

plotly-dash

Plotly helps leading organizations close the gap between Data Science and the rest of the organization. We make it easy to create, deploy, and share interactive web apps, graphs, and visualizations in any programming language.

iot-edge-for-iiot

Learn how to use a hierarchy of Azure IoT Edge devices in a manufacturing environment to extract data from industrial assets and upload it to the Cloud while meeting the strict requirements of the Purdue network model.

k3s-minimal-ai

Terraform-AKS-Provisioning

Create Kubernetes clusters on Azure Kubernetes Service (AKS) with Terraform. By the end of the tutorial, also we automated creating two clusters (dev and prod) complete with an Ingress controller in a single command.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

azure-edge-extensions-aio-iac-terraform

Infrastructure as Code (IaC) Terraform for Azure IoT Operations (AIO) components. Includes initial infrastructure setup through Terraform, Self-Signed certificate generation, OPC PLC Simulator connected to the AIO OPC UA Broker. Azure Edge (IoT) extensions, samples, and quickstarts.

azure_arc

Automated Azure Arc environments

databricks-etl

dotnet-api-boilerplate

A Dotnet 8.0 WebApi template project. MediatR, Swagger, Mapper, Serilog and more implemented.

Fake-news-detection

This model will accurately classify a piece of news as REAL or FAKE.Using sklearn, we build a TfidfVectorizer on our dataset,

FastAPI-Microservice

Flask-colab

Makes your Flask apps running on localhost available over the internet via the excellent ngrok tool.

Flask-Tutorial

GloVe

GloVe model for distributed word representation

iot-edge-ocpp-central-system

Azure IoT Edge Module implementing the Open Charge Point Protocol (OCPP) V1.5 and V1.6 Central System

iot-edge-offline-dashboarding

Azure IoT Edge offline dashboarding/reporting sample. Guidance and sample dashboards

iotedge

The IoT Edge OSS project

k3s-raspberry-monitor

mini-rag

An Educational Project (step by step) to teach how to build a production-ready app for RAG application.

mslearn-train-package-module-iot-edge

Code sample for MS Learn Module Train and package an Azure machine learning module for deployment to IoT Edge device - Learn Modules at https://docs.microsoft.com/en-gb/learn/modules/train-package-module-iot-edge/

MustLearnKQL

Code included as part of the MustLearnKQL blog series

NLP

NLTK_python

NLTK is a leading platform for building Python programs to work with human language data. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, wrappers for industrial-strength NLP libraries, and an active discussion forum.

Provision-Dev-Environment-with-Terraform

SAP-project

what-if-tool

Source code/webpage/demos for the What-If Tool

Yolo3

YOLOv3 model uses pre-trained weights for standard object detection problems such as a kangaroo dataset, racoon dataset, red blood cell detection, and others.