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Introduction To AI And ML On Google Clouds
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Module 1: Introduction To AI And ML On Google Clouds
1.1 Introduction to Generative AI
Module 2: AI Foundations
2.1 Introduction
2.2 AI and Its Strategic Impact
2.3 AI, ML Architecture on Google Cloud
2.4 Google Cloud Infrastructure
2.5 Data and AI Product
2.6 ML Model Categories
2.7 BigQuery ML
2.8 Summary
Module 3: AI Development Options
3.1 Introduction
3.2 AI Development Options
3.3 Pre-trained APIs
3.4 Vertex AI
3.5 AutoML
3.6 Custom Training
3.7 Summary
Module 4: AI Development Workflow
4.1 Introduction
4.2 ML Workflow
4.3 Data Preparation
4.4 Model Development
4.5 Model Serving
4.6 MLOps and Workflow Automation
4.7 How a Machine Learns
4.8 Summary
Module 5: Generative AI
5.1 Introduction
5.2 Generative AI and Workflow
5.3 Gemini Multimodal
5.4 Prompt Design
5.5 Model Tuning
5.6 Model Garden
5.7 AI Solutions
5.8 Summary
Module 6: Summary
6.1 Course Summary
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Introduction To AI And ML On Google Clouds
