Google Cloud Big Data and Machine Learning Fundamentals
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.
What you'll learn
- Identify 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.
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| Rating | Not enough ratings |
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| Length | 1 weeks |
| Effort | 1 weeks, 3–5 hours per week |
| Starts | On Demand (Start anytime) |
| Cost | $49 |
| From | Google Cloud via edX |
| Instructor | Google Cloud Training |
| Download Videos | On all desktop and mobile devices |
| Language | English |
| Subjects | Programming |
| Tags | Computer Science |
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| Rating | Not enough ratings |
|---|---|
| Length | 1 weeks |
| Effort | 1 weeks, 3–5 hours per week |
| Starts | On Demand (Start anytime) |
| Cost | $49 |
| From | Google Cloud via edX |
| Instructor | Google Cloud Training |
| Download Videos | On all desktop and mobile devices |
| Language | English |
| Subjects | Programming |
| Tags | Computer Science |
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