Steeve Brechmann's Projects
A short course on Julia and open-source software development
Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOps on Azure leveraging Azure ML.
Azure AKS Kubernetes Masterclass
Azure Quickstart Templates
Provision AKS Cluster using Azure DevOps Pipelines
Azure DevOps App1 Demo with AKS, Github and Azure Containter Registry
This is a code repository initially for Azure OpenAI In a Day workshop. We wanted to share this code with everyone in order to build better AI solutions using Azure OpenAI services. This repository is maintained by community volunteers. If you would like to contribute, please feel free to create a pull request. Thank you all for your contribution.
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
The Hugging Face course
Deep Learning with TensorFlow and Keras ā 3rd edition, Published by Packt
A tutorial demonstrating how to implement deep learning models for time series forecasting
Docker Fundamentals
Support ML teams to accelerate their model deployment to production leveraging Azure
ML Ops Accelerator for CI/CD Databricks Deployments
Hydro-Quebec Electricity Consumption Demand Forecasting
FastAPI: The Complete Course
The fastai book, published as Jupyter Notebooks
The GitHub ABCs actions training with workflow templates, examples, hands-on labs and additional learning resources.
A recipe to study Graph Neural Networks (GNNs)
Hashicorp Certified Terraform Associate
HashiCorp Certified Terraform Associate on Azure Cloud
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Code associate with https://theithollow.com/2019/01/26/getting-started-with-kubernetes/
Kubernetes Fundamentals
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
Azure MLOps (v2) solution accelerators.
Azure Machine Learning Service MLOps Workshop