microsoft-partner-solutions-ai Goto Github PK

aerial-object-detection

This repo provides object detection, object tracking and labeling functionality. The images used to develop the models contain a mix of public and private images. The private images are proprietary and not available for public consumption.

artificialintelligence-presentations

Public location of delivered Artificial Intelligence & Machine Intelligence Presentations

audio-transcription

Transcription of audio files, including preprocessing of ground truth text, using Azure Cognitive Services Custom Speech Service

baseballdatastatisticsinpowerbi

Baseball Data inside a Power BI Desktop Dashboards - Statistics, R, modeling etc.

bi2ai

demandforecasting

A time series project for MLOps WTH

developers-guide-to-ai

failure-prediction

ML models to predict failures based on time-series sensor data

hybrid-recommender

Hybrid recommendation engine using deep learning that incorporates user and item features, including images and text.

imageclassificationstatelicenses

US State Drivers Licenses Image Classification using Microsoft Cognitive Services

intro-ocp-internal

This repo is intended for Microsoft US OCP Internal members. This repo will list instructions and links to sharing partner related assets and content within this github project.

machineintelligence-cognitivedocumentenricher

Console Application that enriches source documents with Azure Cognitive Services, Microsoft AI & ML

machineintelligence-grpc-baseballpredictions

gRPC client & server communication using in-memory machine learning inference.

machinelearning-baseballprediction-blazorapp

Machine Learning over historical baseball data using latest Microsoft AI & Development technology stack.

mldotnet-baseballclassification

Baseball Models Job using advanced ML.NET techniques.

mlflow-in-azure

This repository provides a tutorial and other content to leverage MLFlow within Azure Ecosystem.

mlops

Azure ML Services with DevOps

mlops-spam-classification-hack

A "What the Hack" event that teaches participants how to use Azure MLOps tools through a classification use case.

model-explainability

using Azure ML to explain model predictions and provide feature importances at inference time

model-in-a-day

ocp-ai-links

A repository created by US OCP for public facing AI training links.

partnerresources

Resources created by Microsoft's GPS (Global Partner Solutions) team

semantic-segmentation

textclassification

This repository will walk you through training a spam/ham text classification model using TF-IDF and NaiveBayes classifier.

timeseriesforecastinginpython

Python notebooks, scripts and tools to create time series models using traditional and deep learning approaches.

timeseriesforecastinginr

Analyzing and modelling time series data in R

ucbazureworkshop