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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.
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1 hour 15 minutes 
english
Online - Self Paced
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About 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.
What You Will Learn?
- Introduction : 1min.
- Introduction to Analytics and AI : 8mins.
- Prebuilt ML Model APIs for Unstructured Data : 12mins.
- Big Data Analytics with Notebooks : 7mins.
- Production ML Pipelines : 8mins.
- Custom Model Building with SQL in BigQuery ML : 12mins.
- Custom Model Building with AutoML : 24mins.
- Summary : 0mins.
- Course Resources : 0mins.