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Metodología ADA (Applied Digital Apprenticeship): una propuesta educativa práctica, centrada en el desarrollo de competencias laborales en tecnologías emergentes como Inteligencia Artificial, Ciencia de Datos, Desarrollo Web y más.

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🚀 ADA Methodology
(Applied Digital Apprenticeship)

Innovate, learn, and apply. An open methodology to develop job-ready digital talent.

🌐 Versión en Español 🇨🇴 | Versão em Português 🇧🇷



🎯 Pedagogical Principle

“I hear and I forget, I see and I remember, I do and I understand, I share and I multiply.”

The ADA methodology promotes experiential and progressive learning, focused on developing real-world job competencies. Learning is structured in modular micro-credentials, each composed of learning atoms, the smallest instructional unit supported by collaborative and reflective learning spaces.


⚛ Learning Atom: The Foundational Modular Unit

Each learning atom addresses a single learning objective, and integrates theory, practice, and evaluation aligned to Bloom’s Taxonomy.

Format Pedagogical Purpose Resource Examples
Read Introduce and contextualize concepts Articles, guides, infographics, case studies
Listen Reinforce concepts emotionally Podcasts, expert interviews, narrated content
Watch Demonstrate ideas or processes Videos, animations, simulations
Practice Apply skills in realistic contexts Hands-on labs, coding challenges, design exercises
Evaluate Assess understanding and performance Quizzes, rubrics, reflective prompts

🔗 See: Learning Atom Template


🧱 ADA Micro-Credential Structure

ADA micro-credentials are short learning experiences (10–30 hours) designed to develop specific, high-impact job skills. Each includes 4–8 learning atoms and follows a structured instructional design.

Standard Components:

  1. Micro-credential title: Clear, competency-aligned.
  2. Target job competency: Based on frameworks like SFIA, O*NET, ESCO.
  3. Prerequisites: Required knowledge or skills.
  4. Learning objectives: Based on Bloom’s Taxonomy.
  5. Learning atoms: Modular and reusable units.
  6. Lab or practical experience: Applied learning.
  7. Assessment: Rubric-based with Human or AI evaluation.
  8. Capstone project: A shareable, portfolio-ready deliverable.

🔗 See: Micro-Credential Template


🔄 ADA Learning Phases

🙊 Phase 1: Self-Guided Introduction

“I hear and I forget.” — Confucius

Goal: Introduce concepts through self-directed content Includes: readings, podcasts, videos, short case studies, and comprehension checks.


🙉 Phase 2: Visual Exploration

“I see and I remember.” — Confucius

Goal: Reinforce learning visually and experimentally Includes: animations, role-play scenarios, case walkthroughs, and guided demos.


🙈 Phase 3: Applied Practice

“I do and I understand.” — Confucius

Goal: Apply knowledge in practical challenges Includes: hands-on labs, tools, simulations, and rubric-based assessments.


🐵 Phase 4: Collaboration and Reflection

“I share and I multiply.” — ADA Methodology

Goal: Promote collaborative and social learning Includes: peer feedback, co-creation, virtual meetups, forums, and project showcases.


🌀 ADA Atom-Based Learning Flow

[READ] ➝ [LISTEN] ➝ [WATCH] ➝ [PRACTICE] ➝ [EVALUATE] ➝ [COLLABORATE]
              ↪ Reinforcement   ↪ Application   ↪ Social Learning

This sequence creates adaptive, inclusive, and skill-focused learning experiences.


🎓 Learning Outcomes

Learners completing ADA micro-credentials will demonstrate:

  • Conceptual mastery of relevant topics.
  • Practical application of job-related skills.
  • Evaluation and reflection capabilities.
  • Portfolio-ready evidence of learning.
  • Collaborative learning engagement.

🤝 Human and Collaborative Dimension

ADA learning methodology emphasizes the human element, promoting:

  • Mentor-led sessions.
  • Expert guest talks.
  • Peer-to-peer feedback.
  • Interdisciplinary team challenges.
  • Community co-creation.
  • Presentation and public speaking opportunities.

📘 Example in Practice

🔗 View the full ART Micro-Credential Example

This example outlines how to structure atoms around a real job competency using Bloom's levels, from understanding diffusion models to creating image-generating applications.


🛠 How to Build an ADA Micro-Credential

  1. Identify a real-world job competency.
  2. Define learning objectives across Bloom’s levels.
  3. Design learning atoms for each objective.
  4. Develop hands-on labs or simulations.
  5. Create formative and summative evaluations.
  6. Specify a final deliverable.
  7. Integrate collaborative opportunities.

🔗 Use the Step-by-Step Guide


🧭 Curriculum Designer Resources


📄 Certification & Recognition

Graduates receive:

  • AI or human-evaluated feedback.
  • Shareable capstone project.
  • LinkedIn-compatible digital badge.
  • Recognition of verified, job-ready skills.

💬 How to Contribute

Any educator or organization can:

  • Suggest improvements → Open an Issue.
  • Create and publish your own micro-credentials.
  • Adapt and translate resources.

📘 See: Contribution Guide


🏫 For Educational Institutions

Are you part of a school, bootcamp, or learning initiative?

You’re invited to:

  • Adopt the ADA Methodology.
  • Co-create learning experiences.
  • Help people master skills that matter.
  • Share your work with the community.

📧 Contact us: [email protected]


📜 License

This framework is licensed under Creative Commons Attribution-ShareAlike 4.0 (CC BY-SA 4.0).

✅ You may:

  • Use, adapt, and distribute freely
  • Attribute Ada School as the source
  • Share improvements under the same license

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