💹 Cognitive Services, ML, Machine Learning, Data Ingestion, Azure, Docker, Container, R, Python, C#, Java, Hadoop, Spark etc. This is also a Cognonic reference doc.
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Updated
Sep 23, 2018
💹 Cognitive Services, ML, Machine Learning, Data Ingestion, Azure, Docker, Container, R, Python, C#, Java, Hadoop, Spark etc. This is also a Cognonic reference doc.
☀️ Unlocking Fusion with Containers and Kubernetes
An example Pachyderm ML pipeline using Nervana Neon
Data Lineage with End-to-End Pipelines on Kubernetes
A demo integrating Pachyderm with Databricks (Spark & MLFlow)
❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++, Cognonic, etc.
Pachelm [Pla - chelm] (Pachyderm + helm) helm style + laravel migration & seeds style framework to manage pipeline deployment as a package of migrations.
Recommender system pipeline based on Collaborative Filtering
Development and demonstration of a proof-of-concept for the integration of programming frameworks for high performance computing into a container-based workflow orchestrator.
Go를 활용한 머신 러닝 책을 docker 환경으로 구성하고, pachyderm을 사용하여 pipeline 구축을 실습한다.
There are many reasons that the natural inclination to look at the cloud for execution of Kubernetes data science analytics workloads may not be the best first choice for some organizations but CNCF still shows the way forward towards structuring both infrastructure and applications to embrace on-premise environments that enable either eventual …
Using pachyderm as pipeline engine to serve "taxi chicago" machine learning models
Pachyderm on Kubernetes. A Terraform module for combinator.ml.
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