Michael Druger's repositories
100DaysOfCloud
Documentation of my cloud development learning progress - skills and projects
123ofaws
For lot many of us in IT who have not still started working on cloud or only now getting to cloud service like AWS, Google Cloud, Azure, Oracle Cloud etc.., my attempt to put together something that helps. Useful for AWS beginners and intermediates.
awesome-cdk
A collection of awesome things related to the AWS Cloud Development Kit (CDK)
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
awesome-sqlalchemy
A curated list of awesome tools for SQLAlchemy
aws-cdk-intro-workshop
Introduction to the AWS CDK - Workshop
cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
cloud-custodian
Rules engine for cloud security, cost optimization, and governance, DSL in yaml for policies to query, filter, and take actions on resources
Cookbook
The Data Engineering Cookbook
cpython
The Python programming language
Data-Cleaning-and-Exploration-with-Machine-Learning
Data Cleaning and Exploration with Machine Learning
datajob
Build and deploy a serverless data pipeline on AWS with no effort.
dedupe
:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.
duckargs
Productivity tool for quickly creating python programs that parse command-line arguments. Stop writing argparse boilerplate code!
great_expectations
Always know what to expect from your data.
hello-app-runner
Example application for AWS App Runner
localstack
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline!
logparser
A toolkit for automated log parsing [ICSE'19, TDSC'18, ICWS'17, DSN'16]
luigi-pnlpipe
NIFTI pipeline glued together using Luigi
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
professional-programming
A collection of full-stack resources for programmers.
python-cookbook
Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.
Rath
Automated data exploratory analysis and visualization tools.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
rich
Rich is a Python library for rich text and beautiful formatting in the terminal.
serverless
This is intended to be a repo containing all of the official AWS Serverless architecture patterns built with CDK for developers to use. All patterns come in Typescript and Python with the exported CloudFormation also included.
TokenRefresh
Token Refresh Tool