Projects in Awesome Lists by noahgift
A curated list of projects in awesome lists by noahgift .
https://github.com/noahgift/python-mlops-cookbook
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.
Last synced: 04 Apr 2025
https://github.com/noahgift/functional_intro_to_python
[tutorial]A functional, Data Science focused introduction to Python
commandline data-science functional-programming ipynb jupyter-notebook learning-by-doing machine-learning optimization pandas python python3 screencast spot-price tutorial
Last synced: 16 May 2025
https://github.com/noahgift/python-devops-course
A repo for a course on Python DevOps
course devops online-live-training oreilly python
Last synced: 16 May 2025
https://github.com/noahgift/rust-mlops-template
A work in progress to build out solutions in Rust for MLOPs
cli dataframe hugging huggingface mlops polars pytorch rust web
Last synced: 15 Jul 2025
https://github.com/noahgift/cloud-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.
analytics cloud data duke github hugging huggingface machine-learning mids syllabus
Last synced: 18 Feb 2026
https://github.com/noahgift/pragmaticai
[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning
ai aws azure azure-cli book chalice gcp ipython jupyter-notebook machine-learning ml nlp plotly python r seaborn serverless step-functions
Last synced: 05 Apr 2025
https://github.com/noahgift/aws-ml-guide
[Video]AWS Certified Machine Learning-Specialty (ML-S) Guide
cloud machine-learning pearson python video-courses
Last synced: 04 Apr 2025
https://github.com/noahgift/flask-ml-azure-serverless
Deploy Flask Machine Learning Application on Azure App Services
northwestern northwestern-434 oreilly-books udacity
Last synced: 19 Jul 2025
https://github.com/noahgift/real_estate_ml
Machine Learning for Real Estate
jupyter-notebook knn machine-learning pandas plotly python real-estate scikit-learn unsupervised-learning
Last synced: 05 Apr 2025
https://github.com/noahgift/data-engineering-and-dataops
Duke MIDS: Data Engineering and DataOps Course
book cloud course data data-science dataengineering dataops duke mlops software-engineering
Last synced: 03 Sep 2025
https://github.com/noahgift/aws-bootcamp
A Graduate Level Three Week Bootcamp on AWS
Last synced: 31 Jul 2025
https://github.com/noahgift/aws-cloud-practitioner-exam
[Course]Study Material for AWS Cloud Practitioner Exam
aws certification cloud cloud-practitioner devops pragmaticai python study-material
Last synced: 12 Oct 2025
https://github.com/noahgift/rust-new-project-template
A good starting point for a new Rust project
github github-actions makefile rust template testing testingrust
Last synced: 05 Apr 2025
https://github.com/noahgift/myrepo
continuous integration rep
build circleci continuous-integration data-science jupyter-notebook nbval pytest python testing
Last synced: 05 Apr 2025
https://github.com/noahgift/mlflow-project-best-practices
An example MLFlow project
Last synced: 09 Apr 2025
https://github.com/noahgift/github-actions-pytest
Example Github Actions Directory
cloud-computing-for-data coursera duke
Last synced: 06 Apr 2025
https://github.com/noahgift/edge-computer-vision
Edge Computer Vision Course
colab computer course gpu learning machine machinelearning-python python vision
Last synced: 11 May 2025
https://github.com/noahgift/github-actions-demo
This is a repo for building out Github Actions and Tricks
Last synced: 07 Oct 2025
https://github.com/noahgift/managed_ml_systems_and_iot
Managed Machine Learning Systems and Internet of Things Live Lesson
ai automl bigquery cpu deep-learning deeplense edge-computing fpga iot machine-learning managed ml movidius python safari sagemaker tpu tutorial
Last synced: 09 May 2025
https://github.com/noahgift/python-for-devops-april-2022
This is a new repository for Python for DevOps Lecture/Workshop
Last synced: 09 Apr 2025
https://github.com/noahgift/serverless-cookbook
Some recipes for doing with serverless technologies
Last synced: 29 Oct 2025
https://github.com/noahgift/docker-flask-locust
A docker + flask + locust demo project
Last synced: 22 Aug 2025
https://github.com/noahgift/kubernetes-hello-world-python-flask
A Kubernetes Hello World Project
coursera docker-container flask kubernetes mlops oreilly practicalmlops python-flask
Last synced: 06 Apr 2025
https://github.com/noahgift/rdedupe
A Rust based deduplication tool
clap command-line deduplication filesystem multithreading rust rust-lang
Last synced: 05 Apr 2026
https://github.com/noahgift/mlops-duke-aipi
Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree
Last synced: 02 Mar 2025
https://github.com/noahgift/core-stats-datascience
Core Statistics for Datascience
core data-science pragmaticai statistics
Last synced: 14 Oct 2025
https://github.com/noahgift/function-bike-rider
This is a repo for showing what you can do with a function
Last synced: 21 Mar 2025
https://github.com/noahgift/devml
Product of Pragmatic AI Labs: Machine Learning, Statistics and Utilities around Developer Productivity, Company Productivity and Project Productivity
ai churn-statistics data-science defects git github jupyter-notebook machine-intelligence machine-learning pandas productivity python seaborn visualization
Last synced: 01 Mar 2026
https://github.com/noahgift/socialpowernba
Social Power in the NBA (Comparing on the court performance with Social Influence in R and Python)
court-performance ggplot2 influence ipython-notebook jupyter-notebook kaggle kaggle-dataset machine-learning machine-learning-algorithms ml nba pie prediction python r salary social social-media social-network social-networks
Last synced: 28 Oct 2025
https://github.com/noahgift/web_scraping_python
Techniques for Scraping the Web in Python
aws aws-lambda beautifulsoup datascience jupyter-notebook python scraping serverless step-functions
Last synced: 22 Oct 2025
https://github.com/noahgift/container-revolution-devops-microservices
DevOps SKlearn Microservice
Last synced: 08 Sep 2025
https://github.com/noahgift/flask-change-microservice
Small Flask Microservice that makes the change
cloud cloud-computing-for-data coursera duke duke-coursera-ccb-lab2 flask
Last synced: 23 Mar 2025
https://github.com/noahgift/spot_price_machine_learning
Machine Learning for Spot Prices
aws click ecu jupyter-notebook knn machine-learning pandas price python scikit-learn spot spot-instances spot-price
Last synced: 28 Oct 2025
https://github.com/noahgift/container-from-scratch-python
This is building a container from scratch
Last synced: 02 Mar 2025
https://github.com/noahgift/python-data-engineering-cookbook
Some recipes for data engineering with Python
Last synced: 28 Oct 2025
https://github.com/noahgift/gcp-flask-ml-deploy
This is a project to auto-deploy with an ML payload
cloud cloud-computing-for-data coursera duke
Last synced: 20 Jul 2025
https://github.com/noahgift/dukehugofeb1
this is a Hugo continuous delivery site
Last synced: 02 Mar 2025
https://github.com/noahgift/boston_housing_pickle
An example repo that pickles out a sklearn model
coursera duke machine-learning mids pickle python sklearn
Last synced: 28 Oct 2025
https://github.com/noahgift/gcp-hello-ml
ai cloudshell flask gcp ml pandas pragmaticai
Last synced: 31 Aug 2025
https://github.com/noahgift/pytest-from-ground-zero
This is a new pytest repo that covers the best practices
Last synced: 17 Jun 2025
https://github.com/noahgift/data-story-telling
A repo where I explain how to do data story telling
Last synced: 28 Oct 2025
https://github.com/noahgift/python-for-devops-may-2022
From Zero Repository for doing Python DevOps work
Last synced: 28 Oct 2025
https://github.com/noahgift/eks-fargate-tutorial
A tutorial on using EKS with fargate on the AWS Cloud
Last synced: 02 Aug 2025
https://github.com/noahgift/nuclear_powered_command_line_tools
Nuclear Powered Command-Line Tools
cuda jit machine-learning numba python
Last synced: 28 Oct 2025
https://github.com/noahgift/pragmaticai-gcp
Pragmatic AI solutions on GCP
bigquery colaboratory gcp google jupyter-notebook pragai pragmaticai-gcp python sheets
Last synced: 28 Oct 2025
https://github.com/noahgift/cli-bootcamp
Ideas on how to quickly learn to build command-line tools
Last synced: 28 Oct 2025
https://github.com/noahgift/tensorflow-m1-setup
Notes on Tensorflow with Mac M1
Last synced: 02 Aug 2025
https://github.com/noahgift/aws-step-functions
Brief Tutorial on AWS Step Functions
aws aws-lambda coursera duke-mids duke-university lambda pragmatic-ai-labs serverless
Last synced: 28 Oct 2025
https://github.com/noahgift/devops-best-practices
This is an example of a DevOps Repo that conforms to best practices
Last synced: 21 Jun 2025
https://github.com/noahgift/flask-hello-coursera
Hello world Flask app for a Coursera Course: Cloud Computing for Data.
cloud cloud-computing-for-data duke flask
Last synced: 14 Mar 2026
https://github.com/noahgift/flask-random-fruit
A flask microservice for generating random fruit!
Last synced: 28 Oct 2025
https://github.com/noahgift/apple-createml-automl-recipes
Some recipes around Apple CreateML
Last synced: 17 Jul 2025
https://github.com/noahgift/cloud-bash-essentials
Essentials for using Bash in the Cloud
Last synced: 09 Jul 2025
https://github.com/noahgift/hugotools
Some tools I have created to use hugo
Last synced: 28 Jul 2025
https://github.com/noahgift/codespace-devops
This is a Python for DevOps Codespace Repo
Last synced: 27 Oct 2025
https://github.com/noahgift/dotnet-aws
Resources and Examples of .NET on AWS
Last synced: 28 Oct 2025
https://github.com/noahgift/python-click-cli-cookbook
A repo with a cookbook of recipes for building command-line tools with Python Click
Last synced: 28 Oct 2025
https://github.com/noahgift/logging-monitoring-instrumentation
A brief repository on logging monitoring and instrumentation in Python
Last synced: 28 Oct 2025
https://github.com/noahgift/rust-docker-cli
An example of Rust command-line tool running inside a Docker container
Last synced: 16 Mar 2026
https://github.com/noahgift/52-weeks-swift
Weekly Podcast/Livestream on Apple Swift Language
Last synced: 28 Oct 2025
https://github.com/noahgift/intermittent-fasting
Data Science around intermittent fasting
datascience fasting intermittent nutrition python
Last synced: 28 Oct 2025
https://github.com/noahgift/distributed-computing-explorations
Some ideas around concurrency and distributed computing
Last synced: 28 Oct 2025
https://github.com/noahgift/devops-for-mlops
This demonstrates the core ideas of DevOps
Last synced: 10 Jul 2025
https://github.com/noahgift/ml-engineer-certification
Notes on Google ML Engineer Certification
Last synced: 11 Feb 2026
https://github.com/noahgift/datascience-demo-2022
This is my portfolio project
Last synced: 08 Oct 2025
https://github.com/noahgift/computer-vision-api
This is a repo for creating Computer Vision examples
Last synced: 28 Oct 2025
https://github.com/noahgift/py4sa
This is the source code for a book I co-authored on Python for Systems Administration for O'Reilly
Last synced: 28 Oct 2025
https://github.com/noahgift/advanced-testing-techniques
This is a repo for doing advanced testing
Last synced: 20 Jul 2025
https://github.com/noahgift/model-explainability
A model explainability walkthrough
Last synced: 28 Oct 2025
https://github.com/noahgift/fundamentals_ai_ml
Pearson Video on Fundamentals of AI/ML
fundamentals-ai machine-learning pearson pearson-video python video-courses
Last synced: 27 Oct 2025
https://github.com/noahgift/functions-from-zero2
This is a new repo for building functions from zero
Last synced: 04 May 2025
https://github.com/noahgift/multi-cloud-onboard
This is a sample Github repo for doing multi-cloud onboarding: Works with AWS, Azure and GCP
Last synced: 02 Mar 2025
https://github.com/noahgift/common-linux-commands-data-engineering
A few examples of common Linux Commands for Data Engineering
Last synced: 21 Jul 2025
https://github.com/noahgift/cloud-devops-demo-march13
This is a demo of how to setup a repo with Continuous Integration
Last synced: 04 May 2025