🦉 Data Versioning and ML Experiments

Course material for DS2022 Systems I: Introduction to Computing

Maestro: Netflix’s Workflow Orchestrator

Python Development Workflow for Humans.

a better dotenv–from the creator of `dotenv`

📚 Parameterize, execute, and analyze notebooks

The plug-and-play, browser-accessible, containerised data analysis environment.

A flexible distributed key-value datastore that is optimized for caching and other realtime workloads.

Repo for Foundations of Data Science

Templates and snippets for informative error handling

A library of approaches to running workflows and pipelines in a variety of environments.

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.

Kubernetes-native Job Queueing

Apache OpenWhisk is an open source serverless cloud platform

The Cloud-Native API Gateway

The Finch CLI is an open source client for container development

Action for checking out a repo

Automatically commit changes made in your workflow run directly to your repo

Universal Command Line Interface for Amazon Web Services

Apache Pulsar - distributed pub-sub messaging system

Open source code for AlphaFold 2.

Secure and fast microVMs for serverless computing.

A proof of concept Lambda function using the Chalice framework

A simple two-method API to demonstrate an API integration with MongoDB. Uses the Chalice framework, the AWS API Gateway, and AWS Lambda.

Course material for DS3002 Data Science Systems

Python Serverless Microframework for AWS