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學生對 Google 云端平台 提供的 Machine Learning in the Enterprise 的評價和反饋

4.6
1,401 個評分

課程概述

This course encompasses a real-world practical approach to the ML Workflow: a case study approach that presents an ML team faced with several ML business requirements and use cases. This team must understand the tools required for data management and governance and consider the best approach for data preprocessing: from providing an overview of Dataflow and Dataprep to using BigQuery for preprocessing tasks. The team is presented with three options to build machine learning models for two specific use cases. This course explains why the team would use AutoML, BigQuery ML, or custom training to achieve their objectives. A deeper dive into custom training is presented in this course. We describe custom training requirements from training code structure, storage, and loading large datasets to exporting a trained model. You will build a custom training machine learning model, which allows you to build a container image with little knowledge of Docker. The case study team examines hyperparameter tuning using Vertex Vizier and how it can be used to improve model performance. To understand more about model improvement, we dive into a bit of theory: we discuss regularization, dealing with sparsity, and many other essential concepts and principles. We end with an overview of prediction and model monitoring and how Vertex AI can be used to manage ML models....

熱門審閱

MB

2018年12月30日

thanks for the great work. There is so much to learn and I appreciate the effort you made to break things down and providing lab while making the hard decisions on what to commit.

MK

2020年6月6日

This course is so really good to learn about the general knowledge and skill of Data Science like optimization batch or regularization and so on with Google Cloud Platform.

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51 - Machine Learning in the Enterprise 的 75 個評論(共 119 個)

創建者 RAJ V S

2022年6月6日

This is an best course to learn Machine Learning

創建者 Muyide I

2019年1月25日

Its one of the best course for machine learning

創建者 Harm t M

2019年3月16日

Wow, really enjoyed parts of this one. Thanks

創建者 Gopi Y

2021年9月14日

Awesome course!! Very useful topics covered.

創建者 Abhishek K

2020年3月2日

the best resource to start machine learning.

創建者 Aman K S

2019年1月27日

GREAT MENTORS with GREAT LEARNING EXPERIENCE

創建者 Akshay M

2019年12月8日

Was a great experience with this course.

創建者 Raghuram N

2019年5月9日

An advanced course with good techniques.

創建者 Pamela H

2020年4月27日

Excellent course! Highly recommended

創建者 Alan I S R

2019年1月30日

Excelente curso, muchas gracias!!

創建者 Muhammad A

2019年4月21日

Great Course, i have learn alot

創建者 Farooq A

2020年10月13日

A great course to be learned.

創建者 Prasant S

2018年10月7日

Thank you Google and Coursera

創建者 Rohit K S

2020年9月18日

Amazing Experience!!

創建者 Sandeep K

2018年8月4日

good handson course!

創建者 Md. A A M

2020年7月5日

Highly Recommended

創建者 Muhammad Z H

2019年10月24日

Thanks Professor

創建者 Ezequiel A G

2018年9月17日

Amazing course!

創建者 R. K E P

2020年4月22日

Great insight!

創建者 Ho Y C

2018年9月25日

Nice course

創建者 Fedric K

2020年2月3日

Excellent

創建者 Jordan K R M

2018年11月25日

Excelente

創建者 Mohan C

2019年12月23日

Good one

創建者 영신 박

2019年4月29日

Awesome!

創建者 Serhan A

2018年6月5日

Amazing!