Orchestrating a TFX Pipeline with Airflow
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.
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- Level Foundation
- Duration 2 hours
- Course by Google Cloud
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This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn to create your own machine learning pipelines using TensorFlow Extended (TFX) and Apache Airflow as the orchestrator.Modules
Orchestrating a TFX Pipeline with Airflow
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- Orchestrating a TFX Pipeline with Airflow
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Discover the art of creating machine learning pipelines with the "Orchestrating a TFX Pipeline with Airflow" course. This foundational course, offered by Coursera, guides you through building your own ML pipelines using TensorFlow Extended (TFX) and orchestrating them with Apache Airflow. Ideal for IT and computer science enthusiasts, this self-paced lab takes place within the Google Cloud console, providing hands-on experience in a real-world environment. Designed to be completed in approximately 120 minutes, this course is perfect for those looking to enhance their skills efficiently. Learners can choose between Starter and Professional subscription options, making it accessible for both beginners and those seeking advanced professional development. Dive into this practical and comprehensive learning experience to master the essential tools and techniques for orchestrating powerful machine learning workflows.
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