Notes, homeworks, and projects for MLOps Zoomcamp @ datatalks.club
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Updated
Jun 19, 2023 - Jupyter Notebook
Notes, homeworks, and projects for MLOps Zoomcamp @ datatalks.club
mlops zoomcamp 2023 solutions
Data Ingestion pipeline orchestration with Prefect
State Machine Core Package
Video games sales
examples of Event-Driven Architectures (EDA) and Domain Driven Design (DDD) patterns implemented using eventual
Bring Infrastructure as Code best practices to your data workflows with Kestra and Terraform
Repo for my MLOps Zoomcamp project
Data Engineering examples covering Airflow and Mage for workflows; dbt for BigQuery, Redshift, ClickHouse; Spark and Kafka for Batch/Streaming Processing
An end to end ML project. Using MLflow for experiment tracking and model registry. Prefect for workflow orchestration. S3 for artifacts storage. AWS Lambda/ ECR for serverless model serving. AWS REST API gateway as endpoint to lambda function. GitHub Actions for CI/CD.
The Kubernetes native and CloudEvents native distributed event streaming, event orchestration & messaging platform
Open source AI platform for rapid development of advanced AI and AGI pipelines.
A microservices flow orchestrator and workflow manager.
m2m is a lightweight communication library for developing client-server applications using the machine-to-machine framework node-m2m.
Polaris: High performance workflow orchestrator for Golang
A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)
SpiffWorkflow is a software development platform for building, running, and monitoring executable diagrams
A curated list of awesome projects and resources related to Argo (a CNCF graduated project)
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