Smart Analytics, Machine Learning, and AI on Google Cloud

Overview

Incorporating machine learning into data pipelines significantly enhances the ability of businesses to derive meaningful insights from their data. This course explores various methods of integrating machine learning into data pipelines on Google Cloud, tailored to the degree of customization necessary.

For scenarios requiring minimal to no customization, the course introduces participants to AutoML. Conversely, for more customized machine learning capabilities, it delves into the use of Notebooks and BigQuery Machine Learning (BigQuery ML).

Additionally, this course outlines strategies for the effective productionalization of machine learning solutions via Vertex AI, ensuring learners gain practical experience in building machine learning models on Google Cloud through QwikLabs. Offered by edX, this course falls under the categories of Artificial Intelligence Courses, Machine Learning Courses, Data Analysis Courses, and Google Cloud Platform (GCP) Courses.

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Taught by

Google Cloud Training

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Subjects