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Development of AI-Based Virtual Tutors

Cross-cutting
Digital Skills

IA Academy

Duration

3:00 p.m.

PRESENTATION

The "Development of AI-Based Virtual Tutors" Course positions you in the at the forefront of digital education, a booming sector with high job demand. With the unstoppable advance of artificial intelligence, virtual tutors have become a a key tool for personalizing learning and enhancing the educational experience. This course will allow you to master the fundamentals of smart tutoring in digital environments, ranging from the distinction between conversational assistants and educational tutors to the AI-powered personalized learning. You'll learn how to design effective virtual tutors, integrating language models and learning platforms, while you evaluate and improve your virtual tutor with a critical and ethical perspective. This approach prepares you to face the Current Challenges in Online Education, ensuring that you purchase Essential Skills for Innovation and Leadership in Digital Education.

Objectives

  • Understanding the fundamentals from the smart tutoring.

  • Analyze differences between conversational assistants and educational tutors.

  • Designing Virtual Tutors for personalize learning.

  • Selecting and Training Language Models for tutoring.

  • Integrating tutorial systems in learning platforms.

  • Evaluate pedagogical effectiveness with accurate indicators.

  • Apply ethics y data protection regulations in AI.

Syllabus

TEACHING UNIT 1. MASTER THE FUNDAMENTALS OF SMART TUTORING IN DIGITAL ENVIRONMENTS 1. What are virtual tutors? 2. Differences between conversational assistants and educational tutors 3. Models of educational interaction in virtual environments 4. Personalizing learning through artificial intelligence 5. Simulated cognitive functions in tutoring systems 6. Principles of instructional design in tutoring systems 7. The role of the intelligent tutor in online education 8. Current Limitations in AI-Based Tutoring TEACHING UNIT 2. LEARN TO DESIGN EFFECTIVE VIRTUAL TUTORS 1. Functional Architecture of an Intelligent Tutoring System 2. Selection and Training of Language Models 3. Integration with LMS and learning platforms 4. Design of learning-oriented conversational flows 5. Techniques for tracking and evaluating student progress 6. Adapting content to individual profiles and learning paces 7. Implementation of intelligent feedback modules TEACHING UNIT 3. EVALUATE AND IMPROVE YOUR VIRTUAL TUTOR WITH A CRITICAL AND ETHICAL PERSPECTIVE 1. Performance indicators in tutoring systems 2. Methods for evaluating pedagogical effectiveness 3. Collection and analysis of usage data 4. Strategies for continuous improvement in virtual tutors 5. Faculty supervision in automated contexts 6. Risks of dependency, misinformation, or over-automation 7. Data protection and privacy regulations 8. Ethics in the use of artificial intelligence in education
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Are the Educa PHAROS courses eligible for credit?

Many courses can be credited toward the master's programs at Structuralia.
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Facts about our area

+ 1.483

Hours

+88.999

Minutes

264

Courses

Educa PHAROS is a next-generation training model that places a company’s human capital at the forefront. Through a platform that adapts to each company’s corporate identity and offers a total of more than 900 courses, it provides tailored training for each organization. The unlimited flat-rate plan provides each company with the number of courses that best suits its needs, as well as the ability to determine which employees will have access.
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