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Python-MLOps-Cookbook
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.functional_intro_to_python
[tutorial]A functional, Data Science focused introduction to Pythonawslambda
AWS Lambdapython-devops-course
A repo for a course on Python DevOpspragmaticai
[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learningcloud-data-analysis-at-scale
[Course-2020-2023] taught at Duke MIDS. This is also a Coursera Course that covers MLOps, ML Engineering and the foundations of Cloud Computing for Data Science.aws-ml-guide
[Video]AWS Certified Machine Learning-Specialty (ML-S) Guideflask-ml-azure-serverless
Deploy Flask Machine Learning Application on Azure App Servicesreal_estate_ml
Machine Learning for Real Estatemyrepo
continuous integration repedge-computer-vision
Edge Computer Vision Coursemlflow-project-best-practices
An example MLFlow projectaws-cloud-practitioner-exam
[Course]Study Material for AWS Cloud Practitioner Examaws-bootcamp
A Graduate Level Three Week Bootcamp on AWSnoahgift
Noah Gift Github Profilemanaged_ml_systems_and_iot
Managed Machine Learning Systems and Internet of Things Live Lessondata-engineering-and-dataops
Duke MIDS: Data Engineering and DataOps Coursedocker-flask-locust
A docker + flask + locust demo projectserverless-cookbook
Some recipes for doing with serverless technologiesgithub-actions-pytest
Example Github Actions Directorygithub-actions-demo
This is a repo for building out Github Actions and Tricksmlops-duke-aipi
Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degreefunction-bike-rider
This is a repo for showing what you can do with a functiondevml
Product of Pragmatic AI Labs: Machine Learning, Statistics and Utilities around Developer Productivity, Company Productivity and Project Productivitysocialpowernba
Social Power in the NBA (Comparing on the court performance with Social Influence in R and Python)spot_price_machine_learning
Machine Learning for Spot Pricescontainer-revolution-devops-microservices
DevOps SKlearn Microserviceweb_scraping_python
Techniques for Scraping the Web in Pythonpython-for-devops-april-2022
This is a new repository for Python for DevOps Lecture/Workshopkubernetes-hello-world-python-flask
A Kubernetes Hello World Projectdatabricks-zero-to-mlops
Flask-Elastic-Beanstalk
fastapi
Demo of FastAPIflask-change-microservice
Small Flask Microservice that makes the changepython-data-engineering-cookbook
Some recipes for data engineering with Pythonpytest-tips-tricks
A primer on pytestcontainer-from-scratch-python
This is building a container from scratchboston_housing_pickle
An example repo that pickles out a sklearn modelazure-ml-devops
Azure DevOps workflow for MLrust-new-project-template
A good starting point for a new Rust projectgcp-flask-ml-deploy
This is a project to auto-deploy with an ML payloador
Operations Research Algorithmsrdedupe
A Rust based deduplication toolgcp-hello-ml
functions-from-zero
live trainingpytest-from-ground-zero
This is a new pytest repo that covers the best practicesdata-story-telling
A repo where I explain how to do data story tellingCLI-Bootcamp
Ideas on how to quickly learn to build command-line toolscontinuous-integration
This is a sample repopragmaticai-gcp
Pragmatic AI solutions on GCPpass-any-aws-exam
How to pass anynuclear_powered_command_line_tools
Nuclear Powered Command-Line Toolsdukehugofeb1
this is a Hugo continuous delivery sitepython-for-devops-may-2022
From Zero Repository for doing Python DevOps workcore-stats-datascience
Core Statistics for Datascienceaws-step-functions
Brief Tutorial on AWS Step Functionspragai-aws
Chapter 2 on AWS for Pragmatic AItensorflow-m1-setup
Notes on Tensorflow with Mac M1DevOps-Best-Practices
This is an example of a DevOps Repo that conforms to best practicesDotNet-AWS
Resources and Examples of .NET on AWSeks-fargate-tutorial
A tutorial on using EKS with fargate on the AWS Cloudhugotools
Some tools I have created to use hugodistributed-computing-explorations
Some ideas around concurrency and distributed computingintermittent-fasting
Data Science around intermittent fastingpython-click-cli-cookbook
A repo with a cookbook of recipes for building command-line tools with Python Clickcodespace-devops
This is a Python for DevOps Codespace Repomlops-certifications
logging-monitoring-instrumentation
A brief repository on logging monitoring and instrumentation in Pythoncloud-bash-essentials
Essentials for using Bash in the Cloudscaffold
this is a project scaffold for Pythonfundamentals_ai_ml
Pearson Video on Fundamentals of AI/MLget-certified-google-cloud
computer-vision-api
This is a repo for creating Computer Vision examplesflask-hello-coursera
Hello world Flask app for a Coursera Course: Cloud Computing for Data.Apple-CreateML-AutoML-Recipes
Some recipes around Apple CreateMLexploratory-data-analysis
EDA ideasDevOps-2022
This is a repo for DevOpspy4sa
This is the source code for a book I co-authored on Python for Systems Administration for O'Reillyml-engineer-certification
Notes on Google ML Engineer Certificationdevops-for-mlops
This demonstrates the core ideas of DevOpsPython-Functions-from-Zero
this is a repo for building Python functions from Zeroflask-tensorflow-image-classification
Image Classification Example using Flask and Tensorflowgithub-actions-hello-world
Hello Worldmicroservice
This is an example Microservicebash-scripts
Examples of Bash Scriptsmodel-explainability
A model explainability walkthroughrust-docker-cli
An example of Rust command-line tool running inside a Docker container52-weeks-swift
Weekly Podcast/Livestream on Apple Swift Languageenterprise-mlops-book
Source Code Examples from the O'Reilly Book Enterprise MLOPs 2023regression-concepts
Regression Conceptsflask-random-fruit
A flask microservice for generating random fruit!MLConcepts
python-functions-9-23
This is a new repo for a live training by O'Reillymulticloud-devops-lifecycle
AWS+Google+Azuresugar
Nutrition Data Science exploration of Sugarcommon-linux-commands-data-engineering
A few examples of common Linux Commands for Data Engineeringcloud-shell-lambda-tricks
tech-solopreneurship
Notes on technology solopreneurshiporeillydemopytest
microservices-key-concepts
Key Concepts in MicroservicesLove Open Source and this site? Check out how you can help us