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Smart Analytics, Machine Learning, and AI on Google Cloud

Incorporating machine learning into data pipelines increases the ability to extract insights from data. This course covers ways machine learning can be included in data pipelines on Google Cloud. For little to no customization, this course covers AutoML. For more tailored machine learning capabilities, this course introduces Notebooks and BigQuery machine learning (BigQuery ML). Also, this course covers how to productionalize machine learning solutions by using Vertex AI.

Status: Image Analysis
Status: Model Deployment
IntermediateCourse7 hours

Featured reviews

VR

5.0Reviewed Feb 28, 2021

Amazing to be part of this great learning Journey!! I am learning concepts and strong fundamentals to build a good foundation.

MA

5.0Reviewed May 11, 2020

Content was fun and exciting but some exercises/graded labs inside this course are very unclear with the instructions and also took a long time to finish (model training).

FM

5.0Reviewed Dec 2, 2020

Great course to have a complete overview of the GCP platform and components.

SM

4.0Reviewed Apr 4, 2020

Course gives basic overview on ML concepts and how we can do using GCP. Good enough for Data Engineer to understand

MP

5.0Reviewed May 17, 2020

Great course providing the fundamentals of how to do AI and ML on GCP

SS

5.0Reviewed Mar 7, 2021

Good structure and overview of things which can be accomplished in GCP Analytics

BA

5.0Reviewed Sep 9, 2020

Great Big Picture about ML options on GCP, with good highlighting to main advantages and differences for each option.

MC

4.0Reviewed Aug 21, 2022

A general introduction for enabling data engineer start working on GCP

MB

5.0Reviewed May 15, 2020

Very good ML course to introduce students with Google Cloud machine learning capabilities. Maybe there should be a lab for AutoML (after video lessons), as it exists on Qwiklab platform.

PR

4.0Reviewed Jan 23, 2020

I couldn't complete the Kubeflow lab due to issues that I encountered setting it up. Overall, the course has given me a good understanding of Machine Learning model creation options available on GCP

AJ

5.0Reviewed Nov 1, 2020

Excellent course. Gets pretty advanced with developing ML pipelines with Kubernetes Engine, but otherwise very accessible.

R

5.0Reviewed Jan 31, 2021

Really recommended to get introduce to GCP resources and capabilities.

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