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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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26 - Machine Learning in the Enterprise 的 50 個評論(共 119 個)

創建者 Gennady L

2019年2月23日

Thank you for this course and specialization, it really good. There were some small bumps in the labs, but those were minor. Appreciate the work you've done to put out this course and the specialization!

創建者 Mark B

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.

創建者 Mark K

2020年6月7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.

創建者 miguel m

2020年5月13日

Iam very satisface, the contents, methodology, tools were exceletents, and the translations were very good im not was problems with the platform is very easy and intuitive

創建者 Iman R

2020年6月14日

In this course you gain more deep understanding to how improve your machine learning model. This course also introduce you on to how build a custom model using keras.

創建者 Sinan G

2018年9月12日

A lot of core neural network topics were presented in a productive way and I particularly liked the LAB showing how to write custom estimators.

創建者 Trond M A

2018年10月11日

This is an extensive course where you learn some handy techniques like embedding which I believe will be very handy for many applications

創建者 C K

2019年2月14日

Very interesting course! Specifically the last modules with custom estimators and the ability to create estimators straight from Keras!

創建者 Pawan K T

2018年12月12日

Great inside about the core topics with real word problems which make learning easier and practical. Thanks a lot for this great course

創建者 Marco H

2020年12月27日

some labs with bucket gave errors since it needs to specify some stuff from the bucket like region but no instruction about it

創建者 QUINTERO G C A

2020年11月29日

Un excelente curso para entender varios conceptos que permiten optimizar los modelos de aprendizaje profundo.

創建者 Roman S

2018年7月25日

This was a quite dense specialization. The instructors were very clear and the assignments helpful.

創建者 KAMASANI V R

2020年6月23日

This course tells about the different aspect of usage of art and science in machine learning.

創建者 Meynardo J

2018年7月29日

Good material on the art and science of ML - specially the custom estimator stuff.

創建者 morris c

2018年12月9日

Thank you for such wonderful classes, it helps me a lot on tensorflow learning.

創建者 Raja R G

2018年12月7日

Very very informative for learning....had good time to gothrough this course...

創建者 jitendra s r

2020年5月27日

Very well designed and defined..with great hands-on exercise. Thank you...

創建者 Akshay B

2018年10月5日

Best course in this specialization. Lak is such a wonderful instructor.

創建者 Zezhou J

2018年11月24日

Loved the breadth and depth of machine learning topics in this course.

創建者 Giovanni S

2018年6月2日

Also the last course excels in clarity! Great job! Thanks a lot.

創建者 Fahmi J

2020年4月12日

Wish i could work at google, any google company. someday...

創建者 Sümeyra D

2019年9月9日

Advanced and detailed course for accurate tensorflow models

創建者 Antony J

2020年11月19日

Excellent conclusion to a really enjoyable specialization.

創建者 Thanh N N

2019年7月24日

Great course for essential techniques in ML model design.

創建者 Richard K

2019年1月26日

This was the most useful course in the specialisation.