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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: Tensorflow
Status: MLOps (Machine Learning Operations)
IntermediateCourse7 hours

Featured reviews

R

Reviewed Jan 31, 2021

Really recommended to get introduce to GCP resources and capabilities.

BA

Reviewed Sep 9, 2020

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

MP

Reviewed May 17, 2020

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

GB

Reviewed Mar 26, 2020

Few important concepts like kubeflow should have been covered in a bit more detail.

SS

Reviewed Mar 7, 2021

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

MC

Reviewed Aug 21, 2022

A general introduction for enabling data engineer start working on GCP

AJ

Reviewed Nov 1, 2020

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

JA

Reviewed Feb 2, 2022

Great insight about using machine learning on Google cloud platform. I am impressed

PR

Reviewed 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

MM

Reviewed Oct 23, 2020

This course helped me to do smart analytics, and in my current job I was able to apply Machine Learning easily on GCP, and I helped my team to the AI platform like experts.

DK

Reviewed Aug 14, 2023

Very-very cool course and lots of insights into cutting-edge functionality.

SM

Reviewed Apr 4, 2020

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

All reviews

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