In this Google DeepMind course, you will complete a capstone project that brings together the technical knowledge, ethical awareness, and creative problem-solving skills that you have developed throughout the Google DeepMind: AI Research Foundations curriculum. You will apply what you have learned to a problem of your choosing. You will first plan your project to ensure that you are clear on your project aims and intended impact. You will then collect and prepare data for your model. Finally, you will implement a full fine-tuning workflow using Gemma 3 with low-rank adaptation (LoRA) and evaluate its performance. You will receive guidance, but the emphasis will be on adaptation and experimentation - skills that are essential for applied AI research.
使用 Agent Development Kit (ADK) 建構、設定及執行您的第一個 AI 代理,將自身代理知識化為實際成果。 在這堂實作課程,您會設立完整的 ADK 開發環境,並使用 Python 程式碼和 YAML 設定打造代理,然後透過多個介面執行。您也會瞭解定義代理行為的核心參數,將課程 1 的學習成果轉化為實際運作的程式碼。 查看 Gemini Enterprise Agent Ready (GEAR) 計畫的其他內容。
這個入門微學習課程主要說明生成式 AI 的定義和使用方式,以及此 AI 與傳統機器學習方法的差異。本課程也會介紹各項 Google 工具,協助您開發自己的生成式 AI 應用程式。