The Science of Learning: How Learning Works
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Recommended experience
Recommended experience
What you'll learn
Explain how memory, attention, and information processing shape student learning
Apply cognitive load and encoding strategies to improve lesson design
Evaluate common neuromyths using research evidence and classroom examples
Use retrieval practice and reflection to connect cognitive science to teaching
Skills you'll gain
- School Psychology
- Curriculum Development
- Science and Research
- Critical Thinking
- Education and Training
- Instructional Design
- Learning Strategies
- Instructional Strategies
- Teaching
- Learning Styles
- Student-Centred Learning
- Instructional and Curriculum Design
- Pedagogy
- Interactive Learning
- Knowledge Transfer
- Educational Materials
- Human Learning
- Curriculum Planning
Details to know
May 2026
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There are 6 modules in this course
This course provides educators with essential knowledge about how the brain learns and retains information, enabling them to implement evidence-based instructional practices with greater understanding and fidelity. Grounded in cognitive science research, the course explores the foundational principles that explain why specific teaching strategies are effective and how to apply them systematically in classroom contexts.
The course is structured into six modules covering key cognitive science concepts essential for understanding how learning works. Module 1 introduces the cognitive science of education model of Sensory Memory → Working Memory → Long-Term Memory, which serves as the foundational model for the course. Module 2 focuses on Attention, Working Memory and Long-Term Memory, examining working memory and its limitations, and exploring the implications for student learning. Module 3 explores Cognitive Load Theory, providing practical strategies for managing intrinsic, extraneous, and germane cognitive load in lesson design. Module 4 investigates deep, or elaborative encoding and retrieval processes, demonstrating how students can move information from working memory into long-term memory through meaningful connections and structured instruction. Module 5 examines current ‘neuromyths’: false, distorted or oversimplified beliefs about how the brain works, particularly in learning and education. Module 6 provides a practical ‘application to practice’ for educators, showing how cognitive science can be integrated into teaching and learning practice. Each module combines theoretical understanding with practical application, enabling teachers to make informed decisions about instructional methods. Educators will develop the foundational knowledge needed to understand why evidence-based practices work and how to implement them effectively to support student learning and achievement. This course features Coursera Coach, Dialogues and Role Play - a smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Who this is for: Teachers, education leaders, instructional designers, and education professionals who want to apply learning science with more confidence. No prior cognitive science background is required.
This module provides a broad, big-picture introduction to the Science of Learning, what it is, and how it has developed historically. Participants will explore the connection between cognitive science research and effective teaching practice, and consider whether their own learning context has any policies that reflect the Science of Learning.
What's included
4 videos5 readings3 assignments1 plugin
4 videos•Total 30 minutes
- Welcome to the course•1 minute
- Module Introduction•2 minutes
- What is the Science of Learning?•4 minutes
- Podcast: Unpacking the Science of Learning•23 minutes
5 readings•Total 42 minutes
- Course Overview•10 minutes
- Critical Information•10 minutes
- Module Activities•2 minutes
- How is Cognitive Science Shaping Teacher Education in Australia?•10 minutes
- Unpacking the science of learning •10 minutes
3 assignments•Total 75 minutes
- Questions from the reading•30 minutes
- Why the science of learning matters•15 minutes
- Science of learning guidance in your context•30 minutes
1 plugin•Total 15 minutes
- Included or not?•15 minutes
This module introduces the notion of information processing, including models of memory, perception, and attention that underpin all cognitive activity in the brain. Participants will explore schemas, which are rich bodies of knowledge held in long-term memory, examining how these are developed and their implications for thinking and knowing. The module concludes with a consideration of how classroom strategies can be applied effectively across different age groups.
What's included
16 videos11 readings3 assignments4 plugins
16 videos•Total 60 minutes
- Module Introduction•1 minute
- What is information processing?•2 minutes
- The general model of memory•6 minutes
- Automatic and effortful processing•5 minutes
- Sensory memory and perception•7 minutes
- Educational implications•1 minute
- What is Attention? Part 1•4 minutes
- What is Attention? Part 2•9 minutes
- Strategies to support attention: Increase Engagement•6 minutes
- Strategies to support attention: Circularity•2 minutes
- Strategies to support attention: Allow time to focus•2 minutes
- Strategies to support attention: Multitasking is a Myth•2 minutes
- Educational implications•3 minutes
- What are schemas?•4 minutes
- Schema Development and How They Influence Learning•5 minutes
- Educational Implications•1 minute
11 readings•Total 104 minutes
- Module Activities•4 minutes
- The general model fact sheet•10 minutes
- Brain Development and Learning: What Teachers Need to Know•10 minutes
- Factors impacting processing•10 minutes
- Sensory Memory and Perception Fact Sheet•10 minutes
- Selective Attention Test•10 minutes
- Reflective Questions: Inattentional Blindness•10 minutes
- Gorillas in our midst: Sustained inattentional blindness for dynamic events•10 minutes
- What does our attention span mean?•10 minutes
- Test Your Memory Part 1•10 minutes
- Test Your Memory Part 2•10 minutes
3 assignments•Total 50 minutes
- Automatic or effortful processing?•10 minutes
- Revision questions•10 minutes
- End of Module Quiz•30 minutes
4 plugins•Total 60 minutes
- What kind of memory?•15 minutes
- Matching task•15 minutes
- Visual illusions•15 minutes
- Selective Attention Test Video•15 minutes
This module focuses in greater detail on the functions of working and long-term memory and the concept of cognitive load. Participants will consider the limitations of working memory as a barrier to learning, and explore how thoughtful instructional design can support student learning by reducing cognitive load. The module also examines long-term memory as an enduring store for knowledge, skills, and personal experiences, building understanding of how these two memory systems interact to shape learning outcomes.
What's included
14 videos7 readings2 assignments5 plugins
14 videos•Total 46 minutes
- Module Introduction•1 minute
- What is Working Memory?•1 minute
- Working Memory Duration and Capacity Part 1•5 minutes
- Working Memory Duration and Capacity Part 2•7 minutes
- Element Interactivity•3 minutes
- Working Memory and Learning•2 minutes
- Educational Implications•2 minutes
- What is Cognitive Load Theory?•2 minutes
- Cognitive Load Effects•10 minutes
- Educational Implications•1 minute
- What is Long Term Memory?•5 minutes
- What Type of Information is Encoded•2 minutes
- Long Term Memory Development•4 minutes
- Educational Implications•1 minute
7 readings•Total 56 minutes
- Module Activities•4 minutes
- Load Reduction Instruction and Student Success in Science•10 minutes
- Cognitive load and its implications for teaching and learning•10 minutes
- What is learning?•2 minutes
- Remember this list!•10 minutes
- Understanding the Different Types of Memory and How They Work•10 minutes
- What do your earliest childhood memories say about you?•10 minutes
2 assignments•Total 60 minutes
- Quiz on Martin et al. Reading•30 minutes
- End of Module Quiz•30 minutes
5 plugins•Total 75 minutes
- Processes of working memory•15 minutes
- Drag and Drop: Working Memory Duration and Capacity•15 minutes
- High vs low interactivity for novices•15 minutes
- Cognitive Overload: What is wrong here?•15 minutes
- Long Term Memory•15 minutes
This module explains encoding and retrieval, which are the processes by which knowledge moves between working memory and long-term memory. Participants will explore the distinction between deep and shallow encoding and consider the implications of each for student learning. A range of teacher and learner strategies for promoting deep encoding are examined, providing practical tools for supporting knowledge retention.
What's included
9 videos6 readings2 assignments
9 videos•Total 32 minutes
- Module Introduction•2 minutes
- What is Encoding?•7 minutes
- Schema Activation•4 minutes
- Effortful Encoding Strategies•7 minutes
- Educational Implications•1 minute
- What is Retrieval?•5 minutes
- Retrieval Practice•3 minutes
- Why We Forget•4 minutes
- Educational Implications•1 minute
6 readings•Total 60 minutes
- Module Activities•10 minutes
- Asking "Why?": The Promise and Pitfalls of Elaborative Interrogation for Student Learning•10 minutes
- Encoding Strategies Fact Sheet•10 minutes
- Retrieval Practice Consistently Benefits Student Learning: a Systematic Review of Applied Research in Schools and Classrooms•10 minutes
- Using Retrieval Practice to Build Long-Term Retention•10 minutes
- Retrieval Strategies Fact Sheet•10 minutes
2 assignments•Total 60 minutes
- Reflection on Dialogue Conversation•30 minutes
- End of Module Quiz•30 minutes
This module identifies common neuromyths including multiple intelligences, left vs right brain thinking, learning styles, and the notion that humans only use 10% of their brain, and examines how these arise from misunderstandings of how the brain works. Participants will engage in critical discussion of the research evidence that disproves these myths and consider the negative impact they can have on classroom teaching and student outcomes. The module also explores factors that can restrain teacher thinking about neuromyths, including cognitive biases, implicit beliefs, and teacher expectations. Throughout, the importance of developing the skills to read and critically evaluate research evidence is emphasised.
What's included
6 videos4 readings3 assignments1 plugin
6 videos•Total 34 minutes
- Module Introduction•1 minute
- What are Neuromyths? Part 1•7 minutes
- What are Neuromyths? Part 2•7 minutes
- The 'Stickiness' of Neuromyths: Part 1•7 minutes
- The 'Stickiness' of Neuromyths: Part 2•10 minutes
- Educational Implications•1 minute
4 readings•Total 32 minutes
- Module Activities•2 minutes
- The Scientific Status of Learning Styles Theories•10 minutes
- Knowledge is power: What do teachers believe about learning?•10 minutes
- Where Do Neuromyths Come From? Sources and Predictors of Misconceptions Among Australian Preservice Teachers•10 minutes
3 assignments•Total 90 minutes
- Learning Styles Reflection•30 minutes
- Neuromyths and Your Practice•30 minutes
- Neuromyths and Your Practice•30 minutes
1 plugin•Total 15 minutes
- What Teachers Believe About Learning•15 minutes
This module brings together the key principles from across the course and asks participants to consider what they mean for their own teaching. Participants will revisit how the brain works and reflect on how strategies such as managing cognitive load and retrieval practice apply to their specific discipline, context, and learners, moving from knowledge to action.
What's included
5 videos4 readings2 assignments2 plugins
5 videos•Total 17 minutes
- Module Introduction•1 minute
- Novices and Experts (Developing Expertise) Part 1•5 minutes
- Novices and Experts (Developing Expertise) Part 2•6 minutes
- Educational Implications•1 minute
- Putting it all Together•3 minutes
4 readings•Total 32 minutes
- Module Activities•2 minutes
- How science-informed is your teaching practice?•10 minutes
- Reflection resource•10 minutes
- Next Steps•10 minutes
2 assignments•Total 45 minutes
- Recapping Key Points•15 minutes
- Cognitive Science in my Classroom•30 minutes
2 plugins•Total 30 minutes
- Which Category Is It?•15 minutes
- Checklist Reflection•15 minutes
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Frequently asked questions
Yes. This beginner-level course starts with foundational concepts in cognitive science and explains how they connect to teaching and learning. No prior background in cognitive science or neuroscience is required, though experience teaching or supporting learners will help you apply the ideas.
You’ll learn about sensory memory, attention, working memory, long-term memory, cognitive load, encoding, retrieval, and common neuromyths. You’ll also explore how these concepts can inform lesson design, classroom decisions, and evidence-based teaching practice.
Yes, though the course is primarily designed for educators and often uses classroom-based examples. The learning science principles can also be useful for instructional designers, trainers, coaches, and other professionals who support learning in different settings.
More questions
Financial aid available,
¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.
