Text Generation Gen AI with Vertex
Design, test, and deploy text‑generation solutions using Vertex AI (PaLM API) on Google Cloud.
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Audience: Developers, data scientists, team leads, project managers
Duration: 1–2 days
Format: Lectures and hands‑on labs (50% – 50%)
Overview
This course covers the AI & Generative AI landscape using Google Cloud's Vertex AI platform, focusing on text generation use‑cases.
Objective
Design, test, and deploy text‑generation solutions using Vertex AI (PaLM API) on Google Cloud.
What You Will Learn
- Vertex AI Studio: available models & use‑cases
- Prompt design best practices (zero/few‑shot)
- Using the PaLM API via Python SDK
- Fine‑tuning generative models
- Governance and data handling in Vertex AI
Course Details
Audience: Developers, data scientists, team leads, project managers
Duration: 1–2 days
Format: Lectures and hands‑on labs (50% – 50%)
Prerequisites:
- General familiarity with machine learning
Setup: Zero‑install cloud lab • Modern laptop • Chrome browser
Detailed Outline
- Vertex AI overview
- Generative AI options
- Course use‑case intro
- Models & use‑cases
- Prompt testing in console
- Data governance
- Importance of prompt design
- Zero‑ vs few‑shot
- Context supply & best practices
- Python SDK basics
- Model parameters
- API integration
- Response handling
- Workflow & dataset prep
- Loading tuned model
- Performance evaluation
- Deployment strategies
- Hands-on exercises
- Real-world applications
- Best practices
- Troubleshooting
Ready to Get Started?
Contact us to learn more about this course and schedule your training.