Merge pull request #50683 from ShawnKupfer/WB1804

AB#1055061: Tailoring trainings with AI

Author: v-ccolin

learn-pr/philanthropies/tailoring-trainings-with-ai/1-introduction.yml

@@ -6,7 +6,7 @@ metadata:
   description: The impact of AI is evident in multiple aspects of the upskilling journey, with its continuous growth propelling learning towards greater adaptability, accessibility, and personalization.
   author: yoosunee
   ms.author: anruss
-  ms.date: 01/14/2025
+  ms.date: 05/28/2025
   ms.topic: unit
   ms.collection:
     - philanthropies-ai-copilot

learn-pr/philanthropies/tailoring-trainings-with-ai/2-integrate-artificial-intelligence-education.yml

@@ -6,7 +6,7 @@ metadata:
   description: The integration of AI in education marks progress in modern pedagogy. By harnessing AI's capabilities, you can enhance learning experiences.
   author: yoosunee
   ms.author: anruss
-  ms.date: 01/14/2025
+  ms.date: 05/28/2025
   ms.topic: unit
   ms.collection:
     - philanthropies-ai-copilot

learn-pr/philanthropies/tailoring-trainings-with-ai/3-ai-and-future-of-education.yml

@@ -6,7 +6,7 @@ metadata:
   description: AI can shape the future of learning, promoting innovation and increasing effectiveness. Its impact is evident in multiple aspects of education, as AI's continuous technological growth can propel learning towards greater adaptability, accessibility, and personalization.
   author: yoosunee
   ms.author: anruss
-  ms.date: 01/14/2025
+  ms.date: 05/28/2025
   ms.topic: unit
   ms.collection:
     - philanthropies-ai-copilot

learn-pr/philanthropies/tailoring-trainings-with-ai/4-knowledge-check.yml

@@ -6,7 +6,7 @@ metadata:
   description: This module explores fundamental concepts in artificial intelligence (AI) and machine learning.
   author: yoosunee
   ms.author: anruss
-  ms.date: 01/14/2025
+  ms.date: 05/28/2025
   ms.topic: unit
   ms.collection:
     - philanthropies-ai-copilot
@@ -43,9 +43,9 @@ quiz:
         - content: "By providing learners with prewritten stories to read."
           isCorrect: false
           explanation: "Incorrect. Providing prewritten stories wouldn't allow learners to express their creativity or voice in storytelling."
-        - content: "By enabling learners to create digital stories and receive instant feedback."
+        - content: "By allowing learners to create digital stories and receive instant feedback."
           isCorrect: true
           explanation: "Correct. This allows learners to be expressive and creative. The software would also provide feedback and guidance on how the learner can improve their storytelling skills."
         - content: "By narrating textbooks and instructional materials to learners."
           isCorrect: false
-          explanation: "Incorrect. Narration doesn't involve learners in the creation or consumption of stories."
+          explanation: "Incorrect. Narration doesn't involve learners in creating or consuming stories."

learn-pr/philanthropies/tailoring-trainings-with-ai/5-summary.yml

@@ -6,7 +6,7 @@ metadata:
   description: In a technology-driven era, the convergence of AI and education yields numerous possibilities. From transforming data to providing tools for growth and improving learners' experiences, AI technology fosters innovation in education.
   author: yoosunee
   ms.author: anruss
-  ms.date: 01/14/2025
+  ms.date: 05/28/2025
   ms.topic: unit
   ms.collection:
     - philanthropies-ai-copilot

learn-pr/philanthropies/tailoring-trainings-with-ai/includes/1-introduction.md

@@ -1,5 +1,5 @@
 The impact of AI is evident in multiple aspects of the upskilling journey, with its continuous growth propelling learning towards greater adaptability, accessibility, and personalization. 
- 
- As an example, AI-powered software can analyze a learner’s strengths and areas for improvement, while generating exercises that align with each learner’s specific skill level. For example, a learner excelling in a topic can be given more advanced challenges, while a learner struggling can receive additional and targeted practice. This allows learners to progress at their own pace, building a solid foundation in the subject and boosting their confidence. 
- 
-This module provides an exploration on how AI is impacting education. It aims to help you recognize the various ways AI is being utilized in educational and training contexts, from personalized learning to administrative tasks.
+
+As an example, AI-powered software can analyze a learner’s strengths and areas for improvement, while generating exercises that align with each learner’s specific skill level. For instance, a learner excelling in a topic can be given more advanced challenges, while a learner struggling can receive additional and targeted practice. This allows learners to progress at their own pace, building a solid foundation in the subject and boosting their confidence.
+
+This module provides an exploration on how AI is impacting education. It aims to help you recognize the various ways AI is being utilized in educational and training contexts, from personalized learning to administrative tasks.

learn-pr/philanthropies/tailoring-trainings-with-ai/includes/2-integrate-artificial-intelligence-education.md

@@ -2,12 +2,12 @@ The integration of AI in education marks progress in modern pedagogy. By harness
 
 Below are some of the ways AI can benefit education, along with examples:
 
-- **Personalized learning**. AI-powered learning software can analyze learners' strengths and areas for improvement. AI can also generate custom exercises that align with each learner's skill level. A learner who excels in a subject can be given more advanced challenges. In contrast, learners struggling with the subject can receive additional practice and targeted explanations. Personalized learning ensures that every learner progresses at their own pace, building a solid foundation in the subject and increasing their confidence.
+- **Personalized learning**: AI-powered learning software can analyze learners' strengths and areas for improvement. AI can also generate custom exercises that align with each learner's skill level. A learner who excels in a subject can be given more advanced challenges. In contrast, learners struggling with the subject can receive additional practice and targeted explanations. Personalized learning ensures that every learner progresses at their own pace, building a solid foundation in the subject and increasing their confidence.
 
-- **Engaging learners**. AI-driven storytelling software can spark creativity and enhance learning engagement. Learners can work collaboratively to create digital stories, selecting characters, settings, and plot elements. As learners write, AI tools can provide instant feedback, suggesting ways to improve sentence structure, enhance vocabulary, and refine storytelling techniques. The AI-powered interactive process can keep learners actively engaged and motivated, as learners see their ideas coming to life in real time. By using AI to provide constructive feedback and foster creative expression, trainers can cultivate a dynamic and stimulating learning environment that nurtures literacy skills and a passion for storytelling.
+- **Engaging learners**: AI-driven storytelling software can spark creativity and enhance learning engagement. Learners can work collaboratively to create digital stories, selecting characters, settings, and plot elements. As learners write, AI tools can provide instant feedback, suggesting ways to improve sentence structure, enhance vocabulary, and refine storytelling techniques. The AI-powered interactive process can keep learners actively engaged and motivated as learners see their ideas coming to life in real time. By using AI to provide constructive feedback and foster creative expression, trainers can cultivate a dynamic and stimulating learning environment that nurtures literacy skills and a passion for storytelling.
 
-- **Improved accessibility**. AI-enabled tools can help ensure learners with diverse learning needs can fully participate in lessons. A visually impaired learner, for instance, benefits from a read-aloud feature that narrates textbooks and instructional materials. Similarly, non-native English speakers can use real-time translation to grasp complex concepts in their native language. During group discussions, an AI-driven dictation tool can support learners with motor disabilities to contribute ideas effortlessly. Additionally, captioning enhances comprehension for learners with hearing impairments. By seamlessly integrating accessibility features, you can create an inclusive learning environment, accommodating all learners to engage, learn, and thrive.
+- **Improved accessibility**: AI-enabled tools can help ensure learners with diverse learning needs can fully participate in lessons. A visually impaired learner, for instance, benefits from a read-aloud feature that narrates textbooks and instructional materials. Similarly, non-native English speakers can use real-time translation to grasp complex concepts in their native language. During group discussions, an AI-driven dictation tool can support learners with motor disabilities to contribute ideas effortlessly. Additionally, captioning enhances comprehension for learners with hearing impairments. By seamlessly integrating accessibility features, you can create an inclusive learning environment, accommodating all learners to engage, learn, and thrive.
 
-- **Custom content creation**. AI-driven content creation tools can be leveraged to benefit learners with diverse language proficiency levels. For instance, an English language instructor can input the learning objectives and desired level of complexity, and the AI system can generate tailored lesson plans, quizzes, and learning resources. For beginners, the system will create foundational materials with simpler vocabulary and sentence structures, while more advanced learners will receive challenging content that fosters deeper language comprehension. Custom content creation ensures that each learner receives appropriate and engaging materials that match their learning journey, enhancing their language skills and overall learning experience.
+- **Custom content creation**: AI-driven content creation tools can be leveraged to benefit learners with diverse language proficiency levels. For instance, an English-language instructor can input the learning objectives and desired level of complexity, and the AI system can generate tailored lesson plans, quizzes, and learning resources. For beginners, the system will create foundational materials with simpler vocabulary and sentence structures, while more advanced learners will receive challenging content that fosters deeper language comprehension. Custom content creation ensures that each learner receives appropriate and engaging materials that match their learning journey, enhancing their language skills and overall learning experience.
 
 It's important to emphasize that while AI can assist in content creation, trainers retain control over the final content.

learn-pr/philanthropies/tailoring-trainings-with-ai/includes/3-ai-and-future-of-education.md

@@ -1,16 +1,17 @@
-AI can shape the future of learning, promoting innovation and increasing effectiveness. Its impact is evident in multiple aspects of education, as AI's continuous technological growth can propel learning towards greater adaptability, accessibility, and personalization.
+AI can shape the future of learning, promoting innovation and increasing effectiveness. Its impact is evident in multiple aspects of education, because AI's continuous technological growth can propel learning towards greater adaptability, accessibility, and personalization.
 
 Below are some examples of how various educational entities have used AI to enhance learning:
 
-- AI enables organizations and entities with vast data sets to unlock the potential data to drive rapid growth. An example is the Nebraska Department of Education's innovative response to the immense workload of collecting data from numerous schools. They realized that data collection took 655,000 staff hours annually, which was a huge drain. In response, they harnessed AI to build a Statewide Longitudinal Data System. The AI system facilitates a seamless flow of near-real-time information from diverse sources, offering actionable insights to leaders, administrators, and educators at various levels.
+- AI allows organizations and entities with vast data sets to unlock the potential data to drive rapid growth. An example is the Nebraska Department of Education's innovative response to the immense workload of collecting data from numerous schools. They realized that data collection took 655,000 staff hours annually, which was a huge drain. In response, they harnessed AI to build a Statewide Longitudinal Data System. The AI system facilitates a seamless flow of near-real-time information from diverse sources, offering actionable insights to leaders, administrators, and educators at various levels.
 
 - In higher education, universities harness AI to elevate learner experiences beyond the confines of a traditional classroom through intelligent campus initiatives. One example is the integration of chatbots into learner support services to elevate learner experiences. Sam from Griffith University supports learners by swiftly locating relevant information, while the University of Sydney's FinBot addresses financial queries promptly.
 
 - In the realm of equity, AI empowers government departments to break through barriers and enrich learners' prospects. The Philippine Department of Education's innovative deployment of Reading Progress fosters language proficiency, reading fluency, pronunciation, and digital literacy. They have implemented Reading Progress that allows learners to practice their language skills and receive tailored feedback and assignments. The tools also allow learners to correct errors and refine pronunciation, nurturing essential skills for long-term success.
 
 - Moreover, AI is propelling cities towards digital transformation, significantly impacting education. Helsinki's Education Division developed an AI hub to enhance pedagogy across multiple areas of its education system. Uses for AI included pedagogical leadership dashboards, ensuring timely completion of studies, nurturing socio-emotional skills, automating feedback, enabling adaptive learning processes, and harnessing big data for research.  Helsinki's transformative strategy involves perceiving the entire city as an interconnected learning environment and treating each learner as a unique and equal individual. The emphasis lies on personalized learning experiences, improved learning outcomes, and overall learner well-being, underscoring AI's role in modern education paradigms.
 
-**Additional resources**<br>
+## Additional resources
+
 To continue your learning journey, go to
 - [Empower educators to explore the potential of artificial intelligence](/training/modules/empower-educators-explore-potential-artificial-intelligence/) 
 - [Enhance teaching and learning with Microsoft Copilot](/training/modules/enhance-teaching-learning-bing-chat/)

learn-pr/philanthropies/tailoring-trainings-with-ai/includes/5-summary.md

@@ -1,13 +1,13 @@
 In a technology-driven era, the convergence of AI and education yields numerous possibilities. From transforming data to providing tools for growth and improving learners' experiences, AI technology fosters innovation in education. In addition to governments using AI to promote equity and cities adopting AI's potential, you have the opportunity to deploy AI to create an inclusive and personalized educational environment for all learners.
 
-**Bibliography**
+## Bibliography
 
-1. Unit 2. [Introduction to AI](/training/modules/empower-educators-explore-potential-artificial-intelligence/introduction-ai). In: *Empower educator to explore the potential of artificial intelligence.* Microsoft. Publication date unavailable. Accessed August 18, 2023.
+1. Unit 2. [Introduction to AI](/training/modules/empower-educators-explore-potential-artificial-intelligence/introduction-ai). In: *Empower educator to explore the potential of artificial intelligence.* Microsoft. Publication date unavailable. Accessed May 28, 2025.
 
-1. [How data and AI are changing the world of education](https://educationblog.microsoft.com/2022/04/how-data-and-ai-are-changing-the-world-of-education). Microsoft. Published April 7, 2022. Accessed August 19, 2023.
+1. [How data and AI are changing the world of education](https://educationblog.microsoft.com/2022/04/how-data-and-ai-are-changing-the-world-of-education). Microsoft. Published April 7, 2022. Accessed May 28, 2025.
 
-1. Papaspyridis A. [AI in Higher Education: opportunities and considerations](https://news.microsoft.com/apac/2020/03/26/ai-in-higher-education-opportunities-and-considerations/). Microsoft. Published March 26, 2020. Accessed August 19, 2023.
+1. Papaspyridis A. [AI in Higher Education: opportunities and considerations](https://news.microsoft.com/apac/2020/03/26/ai-in-higher-education-opportunities-and-considerations/). Microsoft. Published March 26, 2020. Accessed May 28, 2025.
 
-1. [Preparing students for the future](https://educationblog.microsoft.com/2023/04/preparing-students-for-the-future). Microsoft. Published April 11, 2023. Accessed August 19, 2023.
+1. [Preparing students for the future](https://educationblog.microsoft.com/2023/04/preparing-students-for-the-future). Microsoft. Published April 11, 2023. Accessed May 28, 2025.
 
-1. [Empowering Learning and well-being in the city of Helsinki using data and AI](https://customers.microsoft.com/story/1477362858581906559-helsinki-k12-edu-azure-en-finland). Microsoft. Published March 29, 2022. Accessed August 19, 2023.
+1. [Empowering Learning and well-being in the city of Helsinki using data and AI](https://customers.microsoft.com/story/1477362858581906559-helsinki-k12-edu-azure-en-finland). Microsoft. Published March 29, 2022. Accessed May 28, 2025.

learn-pr/philanthropies/tailoring-trainings-with-ai/index.yml

@@ -2,11 +2,11 @@
 uid: learn.philanthropies.introduction-to-ai-for-trainers
 
 metadata:
-  title: Tailoring trainings with AI
+  title: Tailoring Trainings with AI
   description: This module explores the dynamic integration of artificial intelligence (AI) in education.
   author: yoosunee
   ms.author: anruss
-  ms.date: 01/14/2025
+  ms.date: 05/28/2025
   ms.service: artificial-intelligence
   ms.topic: module-standard-task-based
   ms.collection: