Akxay / dockerized_scalable_mlLinks
Machine Learning model training & scalable deployment with Flask, Nginx & Gunicorn wrapped in a Docker Container
☆21Updated 3 years ago
Alternatives and similar repositories for dockerized_scalable_ml
Users that are interested in dockerized_scalable_ml are comparing it to the libraries listed below
Sorting:
- Dockerize and deploy machine learning model as REST API using Flask☆78Updated 2 years ago
- Notes on Flask REST API and tutorial☆148Updated 7 years ago
- A repository of machine learning codes written for re-usability☆143Updated 5 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- Guide on creating an API for serving your ML model☆66Updated 3 years ago
- Using Kafka-Python to illustrate a ML production pipeline☆112Updated 2 years ago
- ☆72Updated 5 years ago
- My presentation at ODSC India 2018 about Deep Learning with Apache Spark☆27Updated 7 years ago
- Deep Learning with Apache Spark and Deep Cognition☆58Updated 7 years ago
- Material for Talk at PyData Seattle 2017☆168Updated 7 years ago
- Deploy your ML model as an API on AWS☆41Updated 4 years ago
- A simple example of python api for real time machine learning, using scikit-learn, Flask and Docker☆136Updated 2 years ago
- PySpark Code for Hands-on Learners☆116Updated 6 years ago
- Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deploym…☆64Updated 2 years ago
- Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone☆212Updated 5 years ago
- Using Luigi to create a Machine Learning Pipeline using the Rossman Sales data from Kaggle☆33Updated 9 years ago
- MLFlow Spark Summit 2019 Presentation☆67Updated 6 years ago
- A general-purpose framework for solving problems with machine learning applied to predicting customer churn☆419Updated last year
- Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019☆82Updated 6 years ago
- Build a flask app to server a machine learning model as a RESTful web service☆38Updated 8 years ago
- Creating a Machine Learning API using Flask - Repository for AV Article☆193Updated 6 years ago
- My competitions approach☆18Updated 3 years ago
- This is repository of my YouTube Course on End to End Apache Spark in AIEngineering YouTube Channel☆189Updated 4 years ago
- ☆179Updated 9 years ago
- ☆155Updated 5 years ago
- A curated list of repositories for my book Machine Learning Solutions.☆80Updated 7 years ago
- Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-machine-learni…☆88Updated 7 years ago
- A machine learning algorithm written to predict severity of insurance claim☆19Updated 9 years ago
- Example custom model image trainable and distributable via AWS SageMaker☆35Updated 3 weeks ago
- Repo for all my code on the articles I post on medium☆107Updated 3 years ago