Salesforce基础级🤖 AI/ML
Salesforce Certified AI Associate
Salesforce AI 认证体系入门认证，40 题/70 分钟/及格 65%，考查 AI 基础概念、Einstein 功能应用（Prediction Builder/Bots）和负责任 AI 原则，无需编程背景，$75 考试费，是进入 Salesforce AI 生态的最低门槛认证。
$75
Exam Fee
40
Questions
70m
Exam Duration
65/100
Passing Score
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What this certification covers
This page is structured for quick scanning first: exam format, fit, prep time, and the actual study scope.
You will work with
Salesforce EinsteinEinstein Prediction BuilderEinstein DiscoveryEinstein BotsMachine Learning BasicsNLPAI EthicsResponsible AIData QualityBias DetectionSalesforce Trusted AIGDPR BasicsAI Transparency
After preparation
- 获得 Salesforce Certified AI Associate 官方认证，建立 Salesforce AI 生态的正式背书
- 能够评估哪些业务问题适合用 Einstein Prediction Builder 或 Einstein Discovery 解决
- 具备识别 AI 算法偏见来源（训练数据偏差/标签偏差）并提出缓解建议的能力
- 理解 Salesforce Trusted AI 五大原则在实际项目中的应用
Exam details
Exam Code
AI-Associate
Provider
Salesforce
Duration
70 minutes
Question Count
40 questions
Passing Score
65/100
Validity
3 years
Who should take it
Good fit
- Salesforce Admin 和 Sales/Service Cloud 用户希望了解 Einstein AI 功能适用范围
- 业务分析师（Business Analyst）参与 Salesforce Einstein 实施评估的项目
- 销售运营专员（Sales Operations Specialist）分析 Einstein Prediction 准确性
- 非技术背景的 IT 项目经理（PM）希望建立 Salesforce AI 基础知识
- 准备进阶考取 Salesforce AI Specialist 认证的学习者
Before you start
- 无正式报考门槛，不需要 Salesforce Administrator 认证
- 了解 Salesforce CRM 基本概念（Lead/Opportunity/Account/Contact）会有帮助
- 不需要编程或机器学习技术背景
- 对 AI/机器学习有基本的好奇心和概念理解即可
Study preparation
With hands-on AWS
2-3 weeks
From scratch
4-6 weeks
Daily pace
1-2 hours/day
Learning path preview
3 chapters1
AI-Associate 考试概述与备考指南
45 min2
核心知识点
171 min3
考前冲刺与实战演练
60 minCertification comparison
| SF AI Associate | ADM-201 | Salesforce Data Cloud | |
|---|---|---|---|
| Provider | Salesforce | Salesforce | Salesforce |
| Level | 基础级 | 助理级 | 助理级 |
| Fee | $75 | $200 | $200 |
| Duration | 70 min | 105 min | 105 min |
| Question count | 40 | 65 | 60 |
| Validity | 3 yrs | 3 yrs | 3 yrs |
Study tips and common mistakes
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40 题 70 分钟，平均每题 2 分钟，合理分配时间
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及格分 65/100，不确定的题先标记跳过，回头再做
💡
排除法非常有用 — 先排掉明显错误的选项，剩下的再分析
💡
多选题会告诉你选几个，仔细看题目要求
⚠️
没有读完所有选项就选答案 — 题目经常有"最佳"答案和"正确但不最佳"的干扰项
⚠️
备考只刷题不理解原理 — 考试场景题需要理解底层概念
⚠️
忽略时间管理 — 在难题上卡太久，导致后面简单题没时间做
FAQ
Frequently Asked Questions
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