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No-code Machine Learning and Generative AI on AWS (Includes Labs) (Simplified Chinese)
Amazon Web Services and Amazon via AWS Skill Builder
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Overview
《AWS 无代码机器学习与生成式人工智能（含实操实验）》课程专为希望快速掌握机器学习和生成式AI技术的学习者设计，特别适合缺乏编程背景的专业人士。课程深入讲解AWS平台上的无代码工具，帮助学员构建、训练和部署机器学习模型及生成式AI应用，无需复杂编码。 课程内容涵盖数据准备、模型训练、自动化机器学习（Auto ML）流程以及生成式AI的核心概念与应用，配备实操实验以加深理解和技能提升。学员将学习如何利用AWS服务，如Sage Maker Canvas和Bedrock等，无代码创建智能应用，提升业务自动化和创新能力。 通过本课程，学习者能够迅速搭建符合实际业务需求的AI解决方案，减少开发周期，提高效率。同时，课程还强调负责任的AI实践，确保模型的公平性和透明性，助力企业安全合规地应用AI技术。 该课程适合业务分析师、产品经理及希望进入AI领域的初学者，帮助他们快速掌握AI工具和最佳实践，实现无代码时代的智能创新。
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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