Apress / deploy-ml-models-production
Source Code for 'Deploy Machine Learning Models to Production' by Pramod Singh
☆21Updated 4 years ago
Alternatives and similar repositories for deploy-ml-models-production:
Users that are interested in deploy-ml-models-production are comparing it to the libraries listed below
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 2 months ago
- A few end to end examples that use data-describe☆16Updated last year
- Source code for 'Hands-on Scikit-Learn for Machine Learning Applications' by David Paper☆26Updated 5 years ago
- ☆11Updated 4 years ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆63Updated 3 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆81Updated 2 years ago
- Feature Selection in Machine Learning using Python All Code☆35Updated 5 years ago
- This is the MLOps Github template.☆20Updated 4 months ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Time Series Analysis with Python 3.x [Video], published by Packt☆29Updated 2 years ago
- Data Labeling in Machine Learning with Python, by Packt Publishing☆17Updated last year
- Streamlit example showing Scikit Learn & Pyspark ML over Healthcare data ! Its simple !!☆30Updated 4 years ago
- This project is focused on the Deployment phase of machine learning. The Docker and FastAPI are used to deploy a dockerized server of tra…☆24Updated 2 years ago
- Jupyter notebooks for the code samples of the book "Automated Machine Learning in Action"☆91Updated last year
- Collection of python scripts to demonstrate asynchronous programming in python☆11Updated 2 years ago
- Time series analysis on AWS, published by Packt☆16Updated 2 years ago
- AML End to End Example☆53Updated 2 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 2 years ago
- Source Code for 'Advanced Data Analytics Using Python' by Sayan Mukhopadhyay☆68Updated 6 years ago
- This repository contains the implementation of evaluation metrics for recommendation systems. We have compared similarity, candidate gene…☆17Updated last month
- The Deep Learning Architect’s Handbook, published by Packt☆32Updated 2 months ago
- Production-Ready Applied Deep Learning☆88Updated last year
- This repository about how to deploy machine learning model end serving with FastAPI and using MLFlow-MINIO☆19Updated last year
- Customized Jupyter Spark Docker images with everything you need☆16Updated 2 months ago
- Automated Machine Learning with Auto-Keras, Published by Packt☆36Updated 2 years ago
- Hands-On Statistics for Data Science, published by Packt☆31Updated 2 years ago
- Machine Learning Model Serving Patterns and Best Practices☆35Updated last year
- Machine Learning for Streaming Data with Python, published by Packt☆69Updated last year
- Operations Research Algorithms☆17Updated last year
- Code repository for the book Feature engineering with Feature-engine☆14Updated 10 months ago