Join Google Cloud and Carahsoft for the one-day Google Cloud Machine Learning & Big Data Fundamentals training. This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.
During this course, you will:
- Recognize the data-to-AI lifecycle on Google Cloud and the major products of big data and machine learning
- Design streaming pipelines with Dataflow and Pub/Sub
- Analyze big data at scale with BigQuery
- Identify different options to build machine learning solutions on Google Cloud
- Describe a machine learning workflow and the key steps with Vertex AI
- Build a machine learning pipeline using AutoML
Modules |
Module 1: Big Data and Machine Learning on Google Cloud
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Module 2: Data Engineering for Streaming Data
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Module 3: Big Data with BigQuery
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Module 4: Machine Learning Options on Google Cloud
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Module 5: The Machine Learning Workflow with Vertex AI
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Module 6: Summary
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