Member since 2025
使用 Agent Development Kit (ADK) 建構智慧型 AI 代理
Earned Feb 28, 2026 EST
生成式 AI 簡介
Earned Nov 21, 2025 EST
Google DeepMind: 03 Design And Train Neural Networks
Earned Nov 9, 2025 EST
本課程分成數個部分，適合想使用 Agent Development Kit (ADK) 建構智慧型代理的開發人員。課程內容結合實作經驗、核心概念和實際應用，完整說明如何使用 ADK。您也可以加入 Google Cloud 專家和同業人士社群，向其他人提問、一起找出解答，並和研發您日常所用產品的 Google 員工交流互動。
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。
In this Google DeepMind course you will focus on the training process for machine learning models. You will learn how to spot and mitigate issues when training a model, such as overfitting and underfitting. In practical coding labs, you will implement and evaluate the multilayer perceptron for simple classification tasks. This will provide insights into the mechanics of training a neural network model and the backpropagation algorithm. Research case studies will demonstrate how neural networks power real-world models. Additionally, you will consider the broader social impacts of innovation by looking beyond immediate benefits to anticipate potential risks, safety concerns, and further-reaching societal consequences.