sebastianbirk
Data & AI Manager at Avanade. AI4Health PhD Student at Helmholtz Munich. Interested in AI & data platforms. Passionate about graph ML and single-cell genomics.
Avanade & Helmholtz MunichMunich
Pinned Repositories
AIReferenceArchitectures
Official Azure Reference Architectures for AI workloads
azure-databricks-cicd-tools
Tools for Deploying Databricks Solutions in Azure
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.
datascience-bootcamp
This repository contains all materials for the avanade asg data science bootcamp
ml-use-cases-jupyter-notebooks
This repository contains many different examples of ML models built with Jupyter Notebooks. This is currently WIP.
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.
sbirk-portfolio-website
This repository contains the source code of my personal portfolio website.
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).
sebastianbirk's Repositories
sebastianbirk/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.
sebastianbirk/datascience-bootcamp
This repository contains all materials for the avanade asg data science bootcamp
sebastianbirk/coursera-deep-learning-specialization
This repository contains all source code and lecture notes from the Deep Learning Specialization of Andrew Ng on Coursera.
sebastianbirk/customer-churn-prediction-azure-ml
This repository contains an end-to-end ML lifecycle demo using the Azure Maching Learning Studio.
sebastianbirk/powerbi-data-connectors
Data Connector SDK and samples for Power Query and Power BI
sebastianbirk/AIReferenceArchitectures
Official Azure Reference Architectures for AI workloads
sebastianbirk/azure-databricks-cicd-tools
Tools for Deploying Databricks Solutions in Azure
sebastianbirk/ml-use-cases-jupyter-notebooks
This repository contains many different examples of ML models built with Jupyter Notebooks. This is currently WIP.
sebastianbirk/sbirk-portfolio-website
This repository contains the source code of my personal portfolio website.
sebastianbirk/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).
sebastianbirk/azure-design
My Design resources for Azure including my Azure Visio stencil to help you design and ideate Azure services
sebastianbirk/azure-machine-learning-terraform
An example repo for provisioning a complete Azure Machine Learning environment through Terraform
sebastianbirk/azure-ml-notebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft
sebastianbirk/azure-ml-ops-python
MLOps using Azure ML Services and Azure DevOps
sebastianbirk/bustools_mapping_workflow
Repository for the mapping of single cell data using `bustools`
sebastianbirk/dash-app-stylesheets
Hosting Dash app stylesheets
sebastianbirk/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".
sebastianbirk/kBET
An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.
sebastianbirk/ml-use-cases-amazon-sagemaker
This repository contains many different examples of ml models built with Amazon's Sagemaker.
sebastianbirk/ML_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
sebastianbirk/moon-data-classification-sagemaker
sebastianbirk/mslearn-aml-labs
Azure Machine Learning Lab Notebooks
sebastianbirk/payment-fraud-detection-sagemaker
sebastianbirk/population-segmentation-sagemaker
sebastianbirk/pytorchTutorial
PyTorch Tutorials from my YouTube channel
sebastianbirk/sebastianbirk.github.io
This repository has been created to reserve the repository name for a personal website.
sebastianbirk/SiGra
Single-cell spatial elucidation through image-augmented graph transformer
sebastianbirk/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
sebastianbirk/udacity-aml-engineer-nanodegree
This repository contains all materials related to the Udacity Azure Machine Learning Engineer Nanodegree.