|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/salesforce-certified-ai-associate-exam-questions-course/
课程评论：没有评论
课程名称：Salesforce认证AI助理考试问题课程 课程概述：Salesforce AI助理的认证考试涵盖人工智能（AI）及其与客户关系管理（CRM）系统相关的数据的基本概念和能力。该考试旨在满足各类群体的需求，包括商业领袖和不同AI知识水平的专业人员，无论是初学者还是已有一定经验者。这一认证验证了在负责任地使用AI和数据方面的基础技能，为更高级别的技术认证铺平了道路。 目标受众：Salesforce AI助理的候选人应对Salesforce的核心功能有基本了解，并能够熟练操作该平台。本认证适合希望展示其在以下领域内的知识、技能或经验的个人： - AI基础知识，包括预测分析、机器学习、自然语言处理（NLP）和计算机视觉等类型 - Salesforce的可信AI原则，特别是在Salesforce及其产品套件的CRM系统中的应用 - 在训练和完善AI模型过程中数据质量、准备、清理和管理的重要性 - 涉及隐私、偏见、安全和合规等方面的道德和负责任的数据管理 - 与各利益相关者探讨AI如何优化业务流程，识别AI驱动的机会并解决挑战 该认证的候选人不要求： - 理解AI模型如何集成到Salesforce工作流程中或管理与AI相关的安全问题 - 深入了解合规规定或AI实施中的数据保护法律 - 自定义AI功能，如创建定制模型、特定预测或集成其他数据源 - 具备统计技术、机器学习算法或深度学习架构的高级专业知识 - 具备在Salesforce内进行高级数据科学、AI研究或复杂AI系统部署的经验 考试信息： - 内容：40道选择题 - 考试时间：70分钟 - 及格分数：65% - 注册费用：免费 - 重考费用：50美元，另加适用税费 - 考试形式：监考考试，可以在测试中心现场或在线进行 - 参考资料：考试期间不允许使用任何纸质或在线材料 - 先决条件：无 注意事项：考生可以在完成考试后对每道题目提供反馈。在查看结果之前，需要完成一份简短的10个问题调查，调查时间不超过5分钟，旨在改善认证项目。 考试大纲：Salesforce认证AI助理考试评估候选人在以下目标相关的知识和技能： - AI基础知识：17% - 解释Salesforce中的AI基本原理和应用 - 区分不同类型AI及其能力 - CRM中的AI能力：8% - 识别CRM AI能力 - 描述AI对CRM的好处 - AI的伦理考虑：39% - 描述AI的伦理挑战（例如，机器学习中的人为偏见、缺乏透明度等） - 将Salesforce的可信AI原则应用于特定场景 - AI的数据：36% - 描述数据质量的重要性 - 描述数据质量的组成要素 该课程为想要在AI领域提升知识和能力的学员提供了重要的基础。
About the Salesforce AI Associate CredentialThe Salesforce AI Associate Credentialing Exam covers the essential concepts and capabilities of artificial intelligence (AI) and data as they relate to CRM systems. It is designed for individuals from all backgrounds, including business leaders and professionals with varying levels of AI knowledge-whether they are beginners or have some experience. This certification validates foundational skills in responsible AI and data use, serving as a stepping stone toward more advanced technical certifications in AI.Audience Description: Salesforce AI AssociateCandidates for the Salesforce Certified AI Associate should have a basic understanding of Salesforce's core functionalities and be comfortable navigating the platform. This certification is for individuals looking to showcase their knowledge, skills, or experience in the following areas:Basics of AI, including types such as predictive analytics, machine learning, natural language processing (NLP), and computer visionSalesforce's Trusted AI Principles, especially in the context of CRM systems like Salesforce and its product suiteThe importance of data quality, preparation, cleansing, and governance in training and refining AI modelsEthical and responsible data management, covering privacy, bias, security, and compliance aspectsEngaging in conversations with stakeholders on how AI can optimize business processes, identifying AI-driven opportunities, and addressing challengesCandidates for this certification are not expected to:Understand how AI models integrate into Salesforce workflows or manage AI-related security concernsHave deep knowledge of compliance regulations or data protection laws for AI implementationsCustomize AI features such as creating tailored models, custom predictions, or integrating additional data sourcesPossess advanced expertise in statistical techniques, machine learning algorithms, or deep learning architecturesBe experienced in advanced data science, AI research, or complex AI system deployments within SalesforceAbout the ExamHere are the key details about the Salesforce Certified AI Associate Exam:Content: 40 multiple-choice questionsTime allotted: 70 minutesPassing score: 65%Registration fee: FreeRetake fee: USD $50, plus any applicable taxesDelivery options: The exam is proctored and can be taken either onsite at a testing center or online in a proctored environment. For scheduling, click here.References: No hard-copy or online materials are allowed during the exam.Prerequisites: NoneNote: Exam takers have the option to provide feedback on individual questions after completing the exam. Before seeing your results, you'll be asked to complete a brief 10-question survey about your experience. This survey takes no more than 5 minutes and helps improve the certification program.Exam OutlineThe Salesforce Certified AI Associate Exam measures a candidate's knowledge and skills related to the following objectives.AI Fundamentals: 17%Explain the basic principles and applications of AI within Salesforce.Differentiate between the types of AI and their capabilities.AI Capabilities in CRM: 8%Identify CRM AI capabilities.Describe the benefits of AI as they apply to CRM.Ethical Considerations of AI: 39%Describe the ethical challenges of AI (for example, human bias in machine learning, lack of transparency, etc.).Apply Salesforce's Trusted AI Principles to given scenarios.Data for AI: 36%Describe the importance of data quality.Describe the elements/components of data quality.
