G-Trends: A Developer's Guide to Google's Next-Gen Toolkit

Abstract

A guided tour of Google's next-generation developer toolkit and how to fold it into your workflow: the free 1-year Google AI Pro for students, the Gemini and Gemma model families, running and fine-tuning models locally (Ollama, AI Edge, Unsloth), and AI-driven development with Google AI Studio and Firebase Studio.

Outline

1. 01Free Google AI Pro for students (1 year)
2. 02The Gemini and Gemma model families
3. 03Running models locally and offline (Ollama, Gemma, AI Edge)
4. 04Fine-tuning Gemma with Unsloth, and specialized models (MedGemma)
5. 05AI-driven development: Google AI Studio and Firebase Studio
6. 06Certifications and recommendations

Key takeaways

• Students get a free year of Google AI Pro and the Student Developer Pack
• You can run Gemma locally and offline with Ollama and AI Edge
• AI Studio and Firebase Studio make 'vibe coding' fast and free

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