Machine Learning sample apps - this repo provides sample code to support my articles on Towards Data Science and Youtube channel.
01 - Zero-Shot Text Classification with Hugging Face
02 - Fine-Tuning Hugging Face Model with Custom Dataset
03 - Price, Date and IBAN Data Extraction with Python
04 - Multi-Output Model with TensorFlow Keras Functional API
05 - Connect to Oracle Cloud DB from Python
05 - FastAPI with Oracle Cloud DB, building APIs with Python
07 - Rabbit MQ with Docker for Microservices
08 - TensorFlow.js Blueprint App Step by Step
09 - FastAPI and Oracle DB Client in Docker
10 - RabbitMQ RPC with FastAPI
11 - Celery Distributed Task Queue with FastAPI for Machine Learning
Skipper - Web API with FastAPI, RabbitMQ and Celery
Skipper - Event-Driven Microservice with RabbitMQ and FastAPI
Skipper - FastAPI Endpoint Types with Pydantic
Skipper - ML Pipeline End-to-End Solution
Skipper - ML Pipeline End-to-End Solution, article on Towards Data Science
Skipper - Publishing Your Python Library on PyPI
12 - TensorFlow Decision Forests Example
Skipper - Serving ML Model with Docker, RabbitMQ, FastAPI and Nginx
13 - Hugging Face Course and Pretrained Model Fine-Tuning
Skipper - Dockerfile and Docker Compose Tutorial
Skipper - FastAPI Running on Kubernetes Pod
Skipper - Routing Traffic Between FastAPI Pods in Kubernetes
Manning - TensorFlow.js Setup for React JS App (Manning liveProject)
Skipper - FastAPI on Kubernetes with NGINX Ingress
Skipper - RabbitMQ on Kubernetes in Skipper
Skipper - MLOps with TensorFlow and Kubernetes Powered by RabbitMQ and FastAPI
Skipper - MLOps: Sharing Model Across Services
Skipper - MLOps: Scaling TensorFlow Model on Kubernetes
Skipper - MLOps: Extend Skipper ML Services
Skipper - BIY Workflow with FastAPI, Python and Skipper
Skipper - Python Numpy Array in ML Services
Skipper - Scale FastAPI on Kubernetes Pod
Sparrow - Merging GitHub Repo Template Changes
Skipper - Building Bigger Applications with FastAPI
Skipper - TensorFlow.js Microservice
Skipper - TensorFlow.js Node on Docker and Kubernetes
Katana ML, Red Samurai Consulting, Andrej Baranovskij
Licensed under the Apache License, Version 2.0. Copyright 2020-2021 Katana ML. Copy of the license.