ml-lifecycle

There are 0 repository under ml-lifecycle topic.

awesome-mlops / awesome-ml-experiment-management
A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀
aiops awesome awesome-list data-science dataops datascience deep-learning experiment-management experiment-tracking kubernetes machine-learning ml-lifecycle mlops model-management model-registry orchestration
61
awesome-mlops / awesome-ml-serving
A curated list of awesome open source and commercial platforms for serving models in production 🚀
kubernetes awesome awesome-list data-science dataops datascience deep-learning machine-learning orchestration experiment-management machine-learning-service microservice ml-lifecycle ml-serving mlops model-management serverless
19
awesome-mlops / awesome-mlops-platforms
A curated list of awesome open source and commercial MLOps platforms 🚀
mlops awesome awesome-list data-science dataops datascience deep-learning experiment-management experiment-tracking kubernetes machine-learning ml-lifecycle model-management orchestration
10
jesussantana / DeepLearning.AI-Introduction-to-Machine-Learning-in-Production
In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application.
ml-lifecycle ml-deployment machine-learning ml-engineering mlops
Language:Jupyter Notebook 8
DataResponsibly / MLcF
A controlled environment to play around with various data errors and stages in the ML lifecycle and measure their impact on model fairness and stability.
fair-ml fairness ml-lifecycle responsible-ai stability-ai
Language:Jupyter Notebook 1
prathameshbelurkar / Bulldozer-Price-Regression
Predict the future sale price of a bulldozer, given its characteristics and previous examples of how much similar bulldozers have been sold for...
evaluation-metrics experimentation ml-lifecycle modelling-framework prediction-model random-forest-regressor
Language:Jupyter Notebook 0

ml-lifecycle

awesome-mlops / awesome-ml-experiment-management

awesome-mlops / awesome-ml-serving

awesome-mlops / awesome-mlops-platforms

jesussantana / DeepLearning.AI-Introduction-to-Machine-Learning-in-Production

DataResponsibly / MLcF

prathameshbelurkar / Bulldozer-Price-Regression