Name: Sebastian Birk
Type: User
Company: Avanade & Helmholtz Munich
Bio: Data & AI Manager at Avanade. AI4Health PhD Student at Helmholtz Munich. Interested in AI & data platforms. Passionate about graph ML and single-cell genomics.
Twitter: SebastianBirk_
Location: Munich
Blog: www.sebastianbirk.com
Sebastian Birk's Projects
Official Azure Reference Architectures for AI workloads
Tools for Deploying Databricks Solutions in Azure
My Design resources for Azure including my Azure Visio stencil to help you design and ideate Azure services
An example repo for provisioning a complete Azure Machine Learning environment through Terraform
Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft
MLOps using Azure ML Services and Azure DevOps
Repository for the mapping of single cell data using `bustools`
This repository contains all source code and lecture notes from the Deep Learning Specialization of Andrew Ng on Coursera.
This repository contains an end-to-end ML lifecycle demo using the Azure Maching Learning Studio.
Hosting Dash app stylesheets
This repository contains all materials for the avanade asg data science bootcamp
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".
An R package to test for batch effects in high-dimensional single-cell RNA sequencing data.
This repository contains many different examples of ml models built with Amazon's Sagemaker.
This repository contains many different examples of ML models built with Jupyter Notebooks. This is currently WIP.
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
Azure Machine Learning Lab Notebooks
Data Connector SDK and samples for Power Query and Power BI
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.
PyTorch Tutorials from my YouTube channel
This repository contains the source code of my personal portfolio website.
This repository has been created to reserve the repository name for a personal website.
Single-cell spatial elucidation through image-augmented graph transformer
VIP cheatsheets for Stanford's CS 229 Machine Learning
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).
This repository contains all materials related to the Udacity Azure Machine Learning Engineer Nanodegree.