Pedantic Wozniak
Total Score: 26
Homework submissions
Homework 1: Introduction
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://cloud.google.com/discover/what-is-mlops?hl=en
- https://www.phdata.io/blog/mlops-vs-devops-whats-the-difference/
- https://www.datacamp.com/blog/top-mlops-tools
- https://neptune.ai/blog/mlops-tools-platforms-landscape
- https://cloud.google.com/vertex-ai/docs/start/introduction-mlops
- https://aws.amazon.com/sagemaker/
- https://learn.microsoft.com/en-us/azure/machine-learning/concept-automated-ml?view=azureml-api-2
Homework 3: Training Pipelines
Score: 13 = 6 (questions) + 0 (FAQ) + 7 (learning in public)
Homework URL: View submission
Learning in public links: Show
- https://www.astronomer.io/docs/learn/airflow-mlops/
- https://medium.com/thefork/a-guide-to-mlops-with-airflow-and-mlflow-e19a82901f88
- https://neptune.ai/blog/best-workflow-and-pipeline-orchestration-tools
- https://medium.com/exness-blog/the-best-orchestration-tool-for-mlops-a-real-story-about-difficult-choices-5ee6a087c9e3
- https://airflow.apache.org/docs/apache-airflow/stable/core-concepts/dags.html
- https://airflow.apache.org/docs/apache-airflow/stable/best-practices.html
- https://medium.com/@mrunmayee.dhapre/ml-pipeline-in-airflow-71ca7e1f03ba