recommendations-for-engineersAll of my recommendations for aspiring engineers in a single place, coming from various areas of interest.
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Mutual labels: mlops
MLOpsA project-based course on the foundations of MLOps with a focus on intuition and application.
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Mutual labels: mlops
e2eml-cookiecutterA generic template for building end-to-end machine learning projects
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Mutual labels: mlops
mlops-platformsCompare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
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Mutual labels: mlops
awesome-open-mlopsThe Fuzzy Labs guide to the universe of open source MLOps
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Mutual labels: mlops
oomstoreLightweight and Fast Feature Store Powered by Go (and Rust).
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Mutual labels: mlops
ck-mlopsA collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow automation meta-framework with portable MLOps and DevOps components here:
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Mutual labels: mlops
datatileA library for managing, validating, summarizing, and visualizing data.
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Mutual labels: mlops
aml-deployGitHub Action that allows you to deploy machine learning models in Azure Machine Learning.
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Mutual labels: mlops
MLOps-Specialization-NotesNotes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
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FakeFinderFakeFinder builds a modular framework for evaluating various deepfake detection models, offering a web application as well as API access for integration into existing workflows.
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Mutual labels: mlops
mloperatorMachine Learning Operator & Controller for Kubernetes
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Mutual labels: mlops
craneCrane is a easy-to-use and beautiful desktop application helps you build manage your container images.
Stars: ✭ 223 (+430.95%)
Mutual labels: mlops
HPR-Rocket-Flight-ComputerA flight computer for high-powered rockets based on the Teensy platform. 4 programmable pyro outputs, Mach immune flight events, air-start & two-stage capable w/ tilt-sensing safety features, GPS & live telemetry. High-rate data logging at 1000 samples per second. 4.0in x 1.25in x 0.5in fits in a 38mm tube coupler.
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Mutual labels: data-logging
ml-from-scratchAll content related to machine learning from my blog
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Mutual labels: mlops
fastapi-templateCompletely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API as an API framework.
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Mutual labels: mlops
ml-workflow-automationPython Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
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Mutual labels: mlops
deepchecksTest Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
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Mutual labels: mlops
tracemlEngine for ML/Data tracking, visualization, dashboards, and model UI for Polyaxon.
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Mutual labels: mlops