mlops zoomcamp 2023 solutions
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Updated
Jul 16, 2023 - Jupyter Notebook
mlops zoomcamp 2023 solutions
Data Ingestion pipeline orchestration with Prefect
Notes, homeworks, and projects for MLOps Zoomcamp @ datatalks.club
Data Engineering Services for Alterra Academy Capstone Project - Team 7
Our startup, Mela, aims to simplify cryptocurrency trading for everyone and provide reliable investment sources while mitigating risks. We aim to design and build a reliable, large-scale trading data pipeline that can run various backtests and store useful artifacts in a robust data warehouse.
This repository contains the notes, practice and sample outputs, homeworks, etc, from DataTalks.Club's MLOps Zoomcamp 2024 Cohort
Video games sales
State Machine Core Package
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
A microservices flow orchestrator and workflow manager.
m2m is a node.js library for developing machine-to-machine and edge applications using the node-m2m framework.
Open source AI platform for rapid development of advanced AI and AGI pipelines.
Polaris: High performance workflow orchestrator for Golang
A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)
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