Sebastian Birk's repositories
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.
datascience-bootcamp
This repository contains all materials for the avanade asg data science bootcamp
customer-churn-prediction-azure-ml
This repository contains an end-to-end ML lifecycle demo using the Azure Maching Learning Studio.
coursera-deep-learning-specialization
This repository contains all source code and lecture notes from the Deep Learning Specialization of Andrew Ng on Coursera.
powerbi-data-connectors
Data Connector SDK and samples for Power Query and Power BI
AIReferenceArchitectures
Official Azure Reference Architectures for AI workloads
azure-databricks-cicd-tools
Tools for Deploying Databricks Solutions in Azure
ml-use-cases-jupyter-notebooks
This repository contains many different examples of ML models built with Jupyter Notebooks. This is currently WIP.
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).
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`
dash-app-stylesheets
Hosting Dash app stylesheets
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_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
mslearn-aml-labs
Azure Machine Learning Lab Notebooks
pytorchTutorial
PyTorch Tutorials from my YouTube channel
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
udacity-aml-engineer-nanodegree
This repository contains all materials related to the Udacity Azure Machine Learning Engineer Nanodegree.