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Perform Foundational Data, ML, and AI Tasks in Google Cloud
Google via Google Cloud Skills Boost
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Overview
“Perform Foundational Data, ML, and AI Tasks in Google Cloud” is an introductory-level course designed for learners seeking to understand and apply core data, machine learning (ML), and artificial intelligence (AI) concepts using Google Cloud tools and services. It is particularly useful for data analysts, business intelligence professionals, and those transitioning into data science or AI roles. The course introduces learners to Google Cloud’s data and AI ecosystem, including BigQuery, Cloud Storage, Vertex AI, and AutoML. Participants get hands-on experience through...
Syllabus
- Prepare Data for ML APIs on Google Cloud
- Vertex AI: Qwik Start
- Dataprep: Qwik Start
- Dataflow: Qwik Start - Templates
- Dataflow: Qwik Start - Python
- Dataproc: Qwik Start - Console
- Dataproc: Qwik Start - Command Line
- Cloud Natural Language API: Qwik Start
- Speech-to-Text API: Qwik Start
- Video Intelligence: Qwik Start
- Prepare Data for ML APIs on Google Cloud: Challenge Lab
- Tell us how we did!
- Your Next Steps
- Course Badge
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