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🔵 Topic 11: GCP AI Services

Course: AI Infrastructure — Section 2: Cloud & Compute Topic: 11 of 70 | Prev:…

Overview

🔵 Topic 11: GCP AI Services — Quick Facts

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Prev: [10-AWS-AI-Services.md](10-AWS-AI-Services.md): Next: 12-Azure-AI-Services.md

Topic 1

🎯 Overview

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GCP = Google Cloud Platform —…

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TPU access — Google exclusive…

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Vertex AI = GCP ka ML platform…

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BigQuery = best data warehouse for…

Topic 2

🏗️ GCP ML Architecture

🧠 ` ┌──────────────────────────────────────────────────────────────┐ │ GCP ML Stack │ │ │ │…

Topic 3

🐍 Complete Python Implementation

💡 `python ============================================================ GCP AI Services —…

Topic 4

📊 GCP vs AWS ML Quick Reference

⚡ | Feature | GCP | AWS | |---------|-----|-----| | ML Platform | Vertex AI | SageMaker | |…

Topic 5

❓ Quiz — 5 MCQs

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A) NVIDIA A100

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B) TPU (Tensor Processing Unit) —…

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C) Intel Xeon

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D) AMD GPU

Topic 6

🔗 Navigation

🔮 ⬅️ Previous: 10-AWS-AI-Services.md | ➡️ Next: 12-Azure-AI-Services.md Pro Tip: 🔵 GCP…

Comparison

📊 GCP vs AWS ML Quick Reference

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ML Platform: Vertex AI

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Custom Chip: TPU v5e/v5p

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LLM Leader: Gemini

Quick Quiz

Quiz — Question 1

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Complete! 🎉

🔵 Topic 11: GCP AI Services Complete!

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