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學生對 Google 云端平台 提供的 ML Pipelines on Google Cloud 的評價和反饋

3.7
53 個評分

課程概述

In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX), which is Google’s production machine learning platform based on TensorFlow for management of ML pipelines and metadata. You will learn about pipeline components and pipeline orchestration with TFX. You will also learn how you can automate your pipeline through continuous integration and continuous deployment, and how to manage ML metadata. Then we will change focus to discuss how we can automate and reuse ML pipelines across multiple ML frameworks such as tensorflow, pytorch, scikit learn, and xgboost. You will also learn how to use another tool on Google Cloud, Cloud Composer, to orchestrate your continuous training pipelines. And finally, we will go over how to use MLflow for managing the complete machine learning life cycle. Please take note that this is an advanced level course and to get the most out of this course, ideally you have the following prerequisites: You have a good ML background and have been creating/deploying ML pipelines You have completed the courses in the ML with Tensorflow on GCP specialization (or at least a few courses) You have completed the MLOps Fundamentals course. >>> By enrolling in this course you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: https://qwiklabs.com/terms_of_service <<<...

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MH

2021年3月6日

This is a great course to learn how to apply MLOps principles in large scale machine learning projects. I'll refer to this course in the near future to bring its concepts to customer ML platforms.

BK

2022年9月24日

very nice and easy to undertand concepts , hope for more new such free contents , thanks to google , quicklab , coursera for providing this opportunities .

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1 - ML Pipelines on Google Cloud 的 11 個評論(共 11 個)

創建者 Daniel L

2021年4月11日

創建者 Gulshat K

2021年11月2日

創建者 Javier A J

2021年10月5日

創建者 Pierre-Yves D

2021年12月4日

創建者 Chaitanya K

2022年9月3日

創建者 Kurapati V S M K

2021年11月30日

創建者 Parth S

2022年8月19日

創建者 Rodrigo A

2022年8月29日

創建者 Médéric H

2021年3月7日

創建者 BHASKAR K

2022年9月25日

創建者 GianPiero P

2021年3月22日