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⇱ The Science of Learning: How Learning Works | Coursera


The Science of Learning: How Learning Works

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The Science of Learning: How Learning Works

Included with

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

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

Details to know

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Recently updated!

May 2026

Assessments

15 assignments¹

AI Graded see disclaimer
Taught in English

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 videosTotal 30 minutes
  • Welcome to the course1 minute
  • Module Introduction2 minutes
  • What is the Science of Learning?4 minutes
  • Podcast: Unpacking the Science of Learning23 minutes
5 readingsTotal 42 minutes
  • Course Overview10 minutes
  • Critical Information10 minutes
  • Module Activities2 minutes
  • How is Cognitive Science Shaping Teacher Education in Australia?10 minutes
  • Unpacking the science of learning 10 minutes
3 assignmentsTotal 75 minutes
  • Questions from the reading30 minutes
  • Why the science of learning matters15 minutes
  • Science of learning guidance in your context30 minutes
1 pluginTotal 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 videosTotal 60 minutes
  • Module Introduction1 minute
  • What is information processing?2 minutes
  • The general model of memory6 minutes
  • Automatic and effortful processing5 minutes
  • Sensory memory and perception7 minutes
  • Educational implications1 minute
  • What is Attention? Part 14 minutes
  • What is Attention? Part 29 minutes
  • Strategies to support attention: Increase Engagement6 minutes
  • Strategies to support attention: Circularity2 minutes
  • Strategies to support attention: Allow time to focus2 minutes
  • Strategies to support attention: Multitasking is a Myth2 minutes
  • Educational implications3 minutes
  • What are schemas?4 minutes
  • Schema Development and How They Influence Learning5 minutes
  • Educational Implications1 minute
11 readingsTotal 104 minutes
  • Module Activities4 minutes
  • The general model fact sheet10 minutes
  • Brain Development and Learning: What Teachers Need to Know10 minutes
  • Factors impacting processing10 minutes
  • Sensory Memory and Perception Fact Sheet10 minutes
  • Selective Attention Test10 minutes
  • Reflective Questions: Inattentional Blindness10 minutes
  • Gorillas in our midst: Sustained inattentional blindness for dynamic events10 minutes
  • What does our attention span mean?10 minutes
  • Test Your Memory Part 110 minutes
  • Test Your Memory Part 210 minutes
3 assignmentsTotal 50 minutes
  • Automatic or effortful processing?10 minutes
  • Revision questions10 minutes
  • End of Module Quiz30 minutes
4 pluginsTotal 60 minutes
  • What kind of memory?15 minutes
  • Matching task15 minutes
  • Visual illusions15 minutes
  • Selective Attention Test Video15 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 videosTotal 46 minutes
  • Module Introduction1 minute
  • What is Working Memory?1 minute
  • Working Memory Duration and Capacity Part 15 minutes
  • Working Memory Duration and Capacity Part 27 minutes
  • Element Interactivity3 minutes
  • Working Memory and Learning2 minutes
  • Educational Implications2 minutes
  • What is Cognitive Load Theory?2 minutes
  • Cognitive Load Effects10 minutes
  • Educational Implications1 minute
  • What is Long Term Memory?5 minutes
  • What Type of Information is Encoded2 minutes
  • Long Term Memory Development4 minutes
  • Educational Implications1 minute
7 readingsTotal 56 minutes
  • Module Activities4 minutes
  • Load Reduction Instruction and Student Success in Science10 minutes
  • Cognitive load and its implications for teaching and learning10 minutes
  • What is learning?2 minutes
  • Remember this list!10 minutes
  • Understanding the Different Types of Memory and How They Work10 minutes
  • What do your earliest childhood memories say about you?10 minutes
2 assignmentsTotal 60 minutes
  • Quiz on Martin et al. Reading30 minutes
  • End of Module Quiz30 minutes
5 pluginsTotal 75 minutes
  • Processes of working memory15 minutes
  • Drag and Drop: Working Memory Duration and Capacity15 minutes
  • High vs low interactivity for novices15 minutes
  • Cognitive Overload: What is wrong here?15 minutes
  • Long Term Memory15 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 videosTotal 32 minutes
  • Module Introduction2 minutes
  • What is Encoding?7 minutes
  • Schema Activation4 minutes
  • Effortful Encoding Strategies7 minutes
  • Educational Implications1 minute
  • What is Retrieval?5 minutes
  • Retrieval Practice3 minutes
  • Why We Forget4 minutes
  • Educational Implications1 minute
6 readingsTotal 60 minutes
  • Module Activities10 minutes
  • Asking "Why?": The Promise and Pitfalls of Elaborative Interrogation for Student Learning10 minutes
  • Encoding Strategies Fact Sheet10 minutes
  • Retrieval Practice Consistently Benefits Student Learning: a Systematic Review of Applied Research in Schools and Classrooms10 minutes
  • Using Retrieval Practice to Build Long-Term Retention10 minutes
  • Retrieval Strategies Fact Sheet10 minutes
2 assignmentsTotal 60 minutes
  • Reflection on Dialogue Conversation30 minutes
  • End of Module Quiz30 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 videosTotal 34 minutes
  • Module Introduction1 minute
  • What are Neuromyths? Part 17 minutes
  • What are Neuromyths? Part 27 minutes
  • The 'Stickiness' of Neuromyths: Part 17 minutes
  • The 'Stickiness' of Neuromyths: Part 210 minutes
  • Educational Implications1 minute
4 readingsTotal 32 minutes
  • Module Activities2 minutes
  • The Scientific Status of Learning Styles Theories10 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 Teachers10 minutes
3 assignmentsTotal 90 minutes
  • Learning Styles Reflection30 minutes
  • Neuromyths and Your Practice30 minutes
  • Neuromyths and Your Practice30 minutes
1 pluginTotal 15 minutes
  • What Teachers Believe About Learning15 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 videosTotal 17 minutes
  • Module Introduction1 minute
  • Novices and Experts (Developing Expertise) Part 15 minutes
  • Novices and Experts (Developing Expertise) Part 26 minutes
  • Educational Implications1 minute
  • Putting it all Together3 minutes
4 readingsTotal 32 minutes
  • Module Activities2 minutes
  • How science-informed is your teaching practice?10 minutes
  • Reflection resource10 minutes
  • Next Steps10 minutes
2 assignmentsTotal 45 minutes
  • Recapping Key Points15 minutes
  • Cognitive Science in my Classroom30 minutes
2 pluginsTotal 30 minutes
  • Which Category Is It?15 minutes
  • Checklist Reflection15 minutes

Instructor

Macquarie University
3 Courses229 learners

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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.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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.