André Bluhm's repositories
Project_Data-Analysis-PySpark
Guided Project using PySpark for Data-Analysis from Coursera.
Advancing_Project-Based-Learning
Curated list of project-based tutorials
azure-quickstart-templates
Azure Quickstart Templates
Example_fastapi-app
Backend logic implementation for https://github.com/gothinkster/realworld with awesome FastAPI
Project_Convolutional-Neural-Networks-Tensorflow
Guided Projects in Deep Learning with focus on Convolutional Neural Networks from Coursera.
Project_Deploy-TensorFlow-Serving-Docker
Guided Project deploying Deep Learning Model with Tensorflow Serving and Docker via REST / gRPC from Coursera.
Project_Kubernetes-Microservices-Flask
A guided Kubernetes Hello World Project based on Flask Microservices from Coursera.
Examples_Devops-Projects
Sample applications for Azure DevOps Project
Examples_mlflow
Basic MLflow examples
Examples_Tensorflow-Pytorch-Examples
Code examples in pyTorch and Tensorflow for CS230
Experiementing_Docker-for-Microservices-with-Python
Hands-On Docker for Microservices with Python, published by Packt
Experimenting_Auto-Sklearn
Automated Machine Learning with scikit-learn
Experimenting_Docker-Nginx-Postgres-Django
Example using Docker, Django, multiple Postgres databases, NginX, Gunicorn, pipenv, GitLab CI and tox.
Experimenting_DVC-Setup
Get started DVC project
Experimenting_GPT2
Code for the paper "Language Models are Unsupervised Multitask Learners"
Experimenting_GPT3
The goal of this project is to enable users to create cool web demos using the newly released OpenAI GPT-3 API with just a few lines of Python.
Experimenting_Scikit-learn
scikit-learn: machine learning in Python
Experimenting_TF-Hub
A library for transfer learning by reusing parts of TensorFlow models.
fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
github-issue-templates
:symbols: A collection of GitHub issue and pull request templates
Heart-Disease-UCI
Analysis of the Heart Disease UCI dataset on Kaggle: https://www.kaggle.com/ronitf/heart-disease-uci
mlflow
Open source platform for the machine learning lifecycle
Project_DeepNeuralNetworks-Tensorflow
Guided Course on implementing and improving Deep Neural Networks in Tensorflow by Coursera.
Project_Flask-ML-Azure
Deploy Flask Machine Learning Application on Azure App Services
Project_H2O-AutoML
Guided Project using H2O AutoML from Coursera.
Project_Machine-Learning-Engineering-for-Production-MLOps
Guided specialization for Machine Learning in Productions / MLOps from deeplearning.ai.
Project_Sequence-Models-Tensorflow
Guided Projects with Sequence Models in TensorFlow by Coursera.
Project_Webapp-Kubernetes-Azure
Guided Project - deploy Webapp with Kubernetes on Azure from Coursera.
pycaret
An open-source, low-code machine learning library in Python
Template_Devops-Python
This is a template for Python Applications with CI by Github Actions.