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Avis et commentaires pour d'étudiants pour Machine Learning in the Enterprise par Google Cloud

1,402 évaluations

À propos du cours

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....

Meilleurs avis


30 déc. 2018

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.


6 juin 2020

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 - 75 sur 119 Avis pour Machine Learning in the Enterprise

par RAJ V S

6 juin 2022

This is an best course to learn Machine Learning

par Muyide I

25 janv. 2019

Its one of the best course for machine learning

par Harm t M

16 mars 2019

Wow, really enjoyed parts of this one. Thanks

par Gopi Y

14 sept. 2021

Awesome course!! Very useful topics covered.

par Abhishek K

2 mars 2020

the best resource to start machine learning.

par Aman K S

27 janv. 2019


par Akshay M

8 déc. 2019

Was a great experience with this course.

par Raghuram N

9 mai 2019

An advanced course with good techniques.

par Pamela H

27 avr. 2020

Excellent course! Highly recommended

par Alan I S R

30 janv. 2019

Excelente curso, muchas gracias!!

par Muhammad A

21 avr. 2019

Great Course, i have learn alot

par Farooq A

13 oct. 2020

A great course to be learned.

par Prasant S

7 oct. 2018

Thank you Google and Coursera

par Rohit K S

18 sept. 2020

Amazing Experience!!

par Sandeep K

4 août 2018

good handson course!

par Md. A A M

5 juil. 2020

Highly Recommended

par Muhammad Z H

24 oct. 2019

Thanks Professor

par Ezequiel A G

17 sept. 2018

Amazing course!

par R. K E P

22 avr. 2020

Great insight!

par Ho Y C

25 sept. 2018

Nice course

par Fedric K

3 févr. 2020


par Jordan K R M

25 nov. 2018


par Mohan C

23 déc. 2019

Good one

par 영신 박

29 avr. 2019


par Serhan A

5 juin 2018