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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-ai-for-learning-and-development-professionals/
课程评论：没有评论
课程名称：学习与发展专业人员的生成性人工智能 课程概述： 本课程是一个专家级培训，旨在为学习与发展（L&D）从业者提供最新的技能，以利用生成性人工智能（Generative AI）改变员工学习生态系统。课程首先清晰阐述生成性人工智能的定义及其对L&D的战略重要性，随后深入探讨高级提示工程技术，包括零样本、一样本和少样本方法，使学员能够掌握针对课程设计的精确与有效的AI互动。 参与者将学习如何通过复杂的数据分析进行基于角色的学习者细分、行为角色生成及高潜力人才识别。他们将熟练掌握基于参与趋势对学习者进行聚类，以及打造增强课程规划的基于提示的人物卡片。课程强调数据驱动的决策，通过AI生成各部门的培训影响摘要，分析课程完成趋势，并通过热图可视化技能获取情况。 此外，课程还涵盖比较角色分析、叙述评分卡和从数据集中进行的角色-技能映射，支持掌握水平评估和认证目标对齐。学员将应用AI优化排程、优选学习模式和每周参与摘要，同时自动化学习管理系统（LMS）规划和群体结构，以实现流畅的项目管理。 高级模块着重于生成个性化和自适应的学习路径、每日微学习计划和角色级摘要卡片。跨团队基准测试、业务回顾叙述仪表板及互动评分板的提示链技术为学员提供了提升持续学习的精密工具。课程还讨论了课程相关性评估、过时主题检测、模块有效性评级及认证准备评分。 本课程提供超过1000个精心设计的提示，采用实用的动手方式将生成性AI融入学习与发展的各个方面，赋能专业人士提升培训效果，展示投资回报率，并为组织能力的未来做好准备。
This expert-level course, Generative AI for Learning and Development Professionals, equips L & D practitioners with the cutting-edge skills to harness Generative Artificial Intelligence for transforming workforce learning ecosystems. Beginning with a clear understanding of what Generative AI is and why it holds strategic importance for L & D, the course delves into advanced prompt engineering techniques including zero-shot, one-shot, and few-shot methods, enabling learners to master precise and effective AI interactions tailored to instructional design.Participants explore AI-driven role-based learner segmentation, behavioral persona generation, and high-potential talent identification through sophisticated data analysis. They gain proficiency in clustering learners based on engagement trends and crafting prompt-based persona cards that enhance curriculum planning. The curriculum emphasizes data-informed decision making by leveraging AI to produce department-wise training impact summaries, analyze course completion trends, and visualize skill acquisition via heatmaps.Further, the course covers comparative role analyses, narrative scorecards, and role-to-skill mapping from datasets, supporting mastery level estimation and certification goal alignment. Learners will apply AI to optimize scheduling, preferred learning modes, and weekly engagement summaries, alongside automating LMS planning and cohort structuring for streamlined program management.Advanced modules focus on generating personalized and adaptive learning pathways, daily microlearning plans, and role-level summary cards. Cross-team benchmarking, narrative dashboards for business reviews, and prompt chaining techniques for interactive scoreboards equip learners with sophisticated tools for continuous learning enhancement. The course also addresses curriculum relevance assessment, obsolete topic detection, module effectiveness ratings, and certification readiness scoring.With over 1000 expertly crafted prompts, this course offers a practical, hands-on approach to integrating Generative AI into every facet of learning and development-empowering professionals to elevate training impact, demonstrate ROI, and future-proof organizational capabilities.
