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No-code Machine Learning and Generative AI on AWS (Includes Labs) (Traditional Chinese)
Amazon Web Services and Amazon via AWS Skill Builder
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Overview
本課程「無需編碼的機器學習與生成式人工智慧（含實驗課程）」旨在教授學員如何利用 AWS 平台的無代碼工具，輕鬆建立及部署機器學習和生成式 AI 應用。課程內容涵蓋 AWS 服務如 Amazon Sage Maker Canvas 和 Amazon Bedrock，讓使用者能透過圖形化介面完成模型建構與調整，而無需具備程式設計背景。 學員將學習如何使用這些工具進行數據準備、模型訓練及評估，並能將模型應用於實際業務場景，例如自動化文本生成、影像分析及客戶互動。課程中特別設計的實驗單元讓學員能夠動手操作，加深理解並掌握核心技術。 此課程適合各種背景的專業人士，包括業務分析師、數據科學新手以及對 AI 感興趣的決策者。通過實務操作與理論結合，學員能迅速掌握 AWS 無代碼 AI 解決方案的使用方法，推動企業智慧化轉型與創新。
Syllabus
Content
Module 1 - Introduction to Machine Learning
Module 2 - Data Analysis and Preparation
Lab - Amazon SageMaker Data Wrangler (Tabular Dataset Use Case)
Lab - Amazon SageMaker Data Wrangler (Time-Series Dataset Use Case)
Module 3 - Model Building Using SageMaker Canvas
Lab - Build a Custom Model Using Amazon SageMaker Canvas
Lab - No-code ML Capstone Lab
Module 4 – Generative AI using SageMaker Canvas
Module 5 - Best Practices for SageMaker Canvas
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Additional resources
Domain
Machine Learning
Course Level
Intermediate
Roles
Roles
Version
01.00.00
Technologies
Gen AI, AI/ML
Training Category
Digital Course with Lab
Amazon Web Services and Amazon via AWS Skill Builder
10 hours 30 minutes
Certificate Available
Chinese
On-Demand
Instructor
Skillbuilder
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