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aireferencearchitectures

Official Azure Reference Architectures for AI workloads

azure-databricks-cicd-tools

Tools for Deploying Databricks Solutions in Azure

azure-design

My Design resources for Azure including my Azure Visio stencil to help you design and ideate Azure services

azure-machine-learning-terraform

An example repo for provisioning a complete Azure Machine Learning environment through Terraform

azure-ml-notebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

azure-ml-ops-python

MLOps using Azure ML Services and Azure DevOps

bustools_mapping_workflow

Repository for the mapping of single cell data using `bustools`

coursera-deep-learning-specialization

This repository contains all source code and lecture notes from the Deep Learning Specialization of Andrew Ng on Coursera.

customer-churn-prediction-azure-ml

This repository contains an end-to-end ML lifecycle demo using the Azure Maching Learning Studio.

dash-app-stylesheets

Hosting Dash app stylesheets

datascience-bootcamp

This repository contains all materials for the avanade asg data science bootcamp

esade-topic-analysis-twitter-tourism-bcn

This repository contains the source code as well as the final written document of my Master Thesis about "Topic modeling of microblogging data in tourism".

kbet

An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.

ml-use-cases-amazon-sagemaker

This repository contains many different examples of ml models built with Amazon's Sagemaker.

ml-use-cases-jupyter-notebooks

This repository contains many different examples of ML models built with Jupyter Notebooks. This is currently WIP.

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

moon-data-classification-sagemaker

mslearn-aml-labs

Azure Machine Learning Lab Notebooks

payment-fraud-detection-sagemaker

population-segmentation-sagemaker

powerbi-data-connectors

Data Connector SDK and samples for Power Query and Power BI

pytorch-mlops-template-azure-ml

This repository contains an end-to-end implementation of a multi-class image classification model. The model is trained with PyTorch on Azure ML, leveraging Azure ML's MLOps capabilities.

pytorchtutorial

PyTorch Tutorials from my YouTube channel

sbirk-portfolio-website

This repository contains the source code of my personal portfolio website.

sebastianbirk.github.io

This repository has been created to reserve the repository name for a personal website.

sigra

Single-cell spatial elucidation through image-augmented graph transformer

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stats-distributions-utils-python-package

This repository contains my stats distributions utils python package and serves as a tutorial/blueprint for building a new Python package using pip and uploading it to PyPi (Python Package Index).

udacity-aml-engineer-nanodegree

This repository contains all materials related to the Udacity Azure Machine Learning Engineer Nanodegree.