Session
Seamless Synergy: Crafting Intelligent Apps with Serverless AI on Google Cloud
1. Introduction
- Brief about the convergence of AI, serverless, and cloud computing
- Importance for app developers
2. The Rise of Serverless
- What is serverless?
- Benefits for app developers: scalability, no infrastructure management, cost-effectiveness
3. Google Cloud's Serverless Offerings
- Introduction to Google Cloud Functions (Gen-2) & Cloud Run
- Quick demo: Deploying a simple function on GCP
4. AI in the Google Cloud
- Overview of Serverless AI/ML tools on GCP: Gen App Builder, Vertex AI & Model Garden
- Importance of integrating AI into modern applications
5. Marrying Serverless and AI
- How serverless functions can be integrated with AI endpoints.
- Demo: Short Demo
6. Real-world Use Case
Showcasing a real-world applications that utilize serverless AI
7. Best Practices for Developers
- Tips on designing serverless apps integrated with AI
- Pitfalls to avoid
Sijohn Mathew
Public Speaker, Devoteam G Cloud Stockholm, Cloud Architect specialized in App Development and Modernisation with a touch of AI
Stockholm, Sweden
Links
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