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ace_azure_ml

This repository contains training material related to Azure and Machine Learning

adpe2e

Azure Data Platform End-to-End

analytics-airlift

analytics-airlift-1

This repo contains the content for the Analytics Airlift comprising Azure SQL DW, Azure Databricks, Azure Data Factory, Azure Data Lake and Power BI.

anonymizer-cicd-demo

azure-stream-analytics

Azure Stream Analytics

azure-synapse-analytics-workshop-400

azuredatabricksbestpractices

Version 1 of Technical Best Practices of Azure Databricks based on real world Customer and Technical SME inputs

azureml-workshop-2020

Azure Machine Learning Workshop 2020

cai2018

computer-vision

Some computer vision projects written using openCV and python.

cropdetectiondl

cvworkshop

This computer vision workshop is based on the work detecting complex policies in the following [real life code story](https://www.microsoft.com/developerblog/2017/07/31/using-object-detection-complex-image-classification-scenarios/)

data-ai-practice-resources

data-ai-technical-bootcamp

Student materials for the Data & AI Technical Bootcamp

databricks-workshops

Azure Databricks Workshops

datasciencedevops

Hello. This is the repo for all the content relating to my session "Deploy models faster with Data Science DevOps". If you have attend this session before then you have my thanks. If you have any questions, or you need support. Please let me know. I am on a personal mission to educate Data Scientists on best-practices from engineering. When I interview Data Scientists I will ask them about a model they built which had a benefit. I will then ask how they deployed it. This is often met with black looks and hushed mentioned that either the model was never deployed or it was deployed by the data engineering team. Heed my advice learn how to deploy a model . It is not enough to be able to write models anymore. The unicorns are on the rise!

deep-learning-for-computer-vision

dl4cvstarterbundle

Edited code examples from the book 'Deep Learning for Computer Vision - Starter Bundle' by Adrian Rosebrock

e2esynapsedemo

ignite-learning-paths-training-aiml

Microsoft Ignite Learning Path, Train the Trainer materials: Developers Guide to AI

ignite-learning-paths-training-data

Microsoft Ignite Learning Path, Train the Trainer materials: Modern Data Warehouse (Data)

kafkaworkshopmapr

labs

machine_learning_examples

A collection of machine learning examples and tutorials.

machinelearningfrommodeltoproduction

This repo holds all the content for the Machine Learning training day

mcw

Microsoft Cloud Workshop Project

mcw-big-data-and-visualization

MCW Big data and visualization

mcw-cosmos-db-real-time-advanced-analytics

MCW CosmosDB real-time advanced analytics

microsoft-dsvm

This repo contains deep learning + computer vision code I have ran on the Microsoft Data Science Virtual Machine