cbcote's starred repositories
machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
awesome-mlops
A curated list of references for MLOps
Grokking-System-Design
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.
awesome-design-systems
💅🏻 ⚒ A collection of awesome design systems
system-design-interview
System design interview for IT companies
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
deeplearning-models
A collection of various deep learning architectures, models, and tips
system-design
Learn how to design systems at scale and prepare for system design interviews
professional-programming
A collection of learning resources for curious software engineers
design-patterns-for-humans
An ultra-simplified explanation to design patterns
serverless
⚡ Serverless Framework – Use AWS Lambda and other managed cloud services to build apps that auto-scale, cost nothing when idle, and boast radically low maintenance.
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Open-Source-Database-Schemas
Sometimes architecting the database of your app for some can be the most difficult part. You want a schema that won't need to be rewritten a million times, a solid starting foundation for your web application.
DatabaseStack
database technology stack, including MS SQL Server, Azure etc.
docker-postgresql-multiple-databases
Using multiple databases with the official PostgreSQL Docker image
Public-APIs
📚 A public list of APIs from round the web.
public-api-lists
A collective list of free APIs for use in software and web development 🚀
public-apis
A collective list of free APIs
mlops_maturity_assessment
MLOps maturity assessment
python-mastery
Advanced Python Mastery (course by @dabeaz)
MonteCarloMethodsInFinance
iversity course -- python implementation