alexeygrigorev / aws-lambda-docker
Using AWS Lambda with Docker to deploy a deep learning model
☆22Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for aws-lambda-docker
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆35Updated 2 years ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Capturing model drift and handling its response - Example webinar☆106Updated 5 years ago
- ☆43Updated last year
- ☆18Updated 3 years ago
- ☆30Updated last year
- Microservice creation and Machine Learning Model Deployment using FastAPI☆113Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆39Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated 11 months ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 3 years ago
- Managing machine learning life-cycle with MLflow tutorial☆23Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆143Updated 7 months ago
- ☆25Updated 2 years ago
- wine prediction dataset☆61Updated 4 months ago
- MLOps hands-on notes, notebooks and scripts of months of learning☆23Updated 2 years ago
- Jupyter Notebooks and other material from tutorial sessions on Machine Learning, Data Science, and related☆56Updated 3 years ago
- Tutorial given at PyData LA 2018☆97Updated 3 months ago
- Content for Applied ML Workshop @ DataHack Summit 2019☆25Updated 5 years ago
- ∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc☆102Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- Load Testing ML Microservices for Robustness and Scalability☆14Updated 2 years ago
- Data Science Quick Tips Repository!☆48Updated 9 months ago
- Example machine learning pipeline with MLflow and Hydra☆87Updated last year
- ☆16Updated 3 years ago
- MLFlow Spark Summit 2019 Presentation☆67Updated 5 years ago
- ☆26Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure book☆110Updated last year
- Guide for applying Unit Testing in data-driven projects☆19Updated 4 years ago