visenger
I am the queen of ml-ops.org Working at the intersection of software engineering and machine learning. PhD in Augmented Data Quality.
Berlin, Germany
Pinned Repositories
aiact-engineering
The reference list for the emerging term "AI Act Engineering" that refers to the engineering practices that ensure AI systems comply with the EU AI Act's regulations.
awesome-courses
List of awesome university courses for learning Computer Science!
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Awesome-ML-Model-Governance
This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.
awesome-mlops
A curated list of references for MLOps
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
DataGuards
Improving Data Quality with Rules
DetectEr
Data Cleaning Tools Orchestration.
MLSpec
visenger's Repositories
visenger/awesome-mlops
A curated list of references for MLOps
visenger/Awesome-ML-Model-Governance
This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.
visenger/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
visenger/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
visenger/MLSpec
visenger/DetectEr
Data Cleaning Tools Orchestration.
visenger/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
visenger/aiact-engineering
The reference list for the emerging term "AI Act Engineering" that refers to the engineering practices that ensure AI systems comply with the EU AI Act's regulations.
visenger/ml-powered-applications
Companion repository for the book Building Machine Learning Powered Applications
visenger/ml-project-template
ML project template facilitating both research and production phases.
visenger/Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
visenger/continuous-intelligence-workshop
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
visenger/free-for-dev
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
visenger/imdb_keras
train and predict imdb sentiment using keras
visenger/industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries.
visenger/MLOps
MLOps examples
visenger/PRML
PRML algorithms implemented in Python
visenger/build-your-own-radar
A library that generates an interactive radar, inspired by http://thoughtworks.com/radar/
visenger/CD4ML-Playground
visenger/devopsbookmarks.com
Website of devopsbookmarks.com
visenger/fastbook
Draft of the fastai book
visenger/NLP_Classification_Model_FakeNews
Using NLP and Classification Models to distinguish between fake news and absurd news.
visenger/pure-bash-bible
📖 A collection of pure bash alternatives to external processes.
visenger/stat453-deep-learning-ss20
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)
visenger/advmlthreatmatrix
Adversarial Threat Matrix
visenger/cleanframes-examples
Examples usages for cleanframes library
visenger/find-ceo
Web Scraping
visenger/imdb_deploy
Deploy an IMDB sentiment analysis model using kubernetes
visenger/open-standard-models-2019
visenger/srl-for-data-cleaning-paper