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Loren Shure MathWorks · Forgetting Curve Traditional Approach to Teaching. 8 How Computational...
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1© 2016 The MathWorks, Inc.
Building Computational Thinking at Top Universities
Loren Shure
MathWorks
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Foundation: Computational Thinking
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Cross-Collaboration
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What Is Happening Elsewhere
Computation
Collaboration
Visualization
MOOC
On-line learning
Integrated
curriculum
Inverted classroom
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Computational Thinking
Decomposition
Pattern
Recognition
Abstraction
Algorithms
A Thought Process to Formulate
Problems and Solutions
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Computational Thinking
Where Computational Thinking Fits
Reading ArithmeticWriting
Computational Thinking
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Computational Thinking is Important
“Coding teaches me to think in a logical way”
Trinity School high school student
Accepted at MIT
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"Computational thinking is a fundamental skill foreveryone, not just for computer scientists.“
Dr. Jeannette Wing, Vice President of Microsoft Research
Former Department Head of CS at Carnegie Mellon University
Learn to Code Code to Learn!
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How Computational
Thinking is introduced
How Math is introduced
in the curriculum
Forgetting
Curve
Traditional Approach to Teaching
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How Computational
Thinking could be
taught
How Math is introduced
in the curriculum
The Future of How Computational Thinking Will be Taught
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How Top Universities Build Computational Thinking with MATLAB
1. Supplementing pen and paper
Imperial College
2. Using on-line learning
MIT
3. Integrating usage across classrooms
MIT & University of Cambridge
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1. Supplementing pen and paper
Visualization
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The Mathematics Laboratory
Imperial College London, Bioengineering
1. Lecture (YouTube / live)
2. Pen and paper study group
3. MATLAB laboratory
4. Formal assessment
MATLAB to complement Mathematics
teaching
• Brings Mathematics to life
• Engagement of brighter students
• Reinforcement learning
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From Symbolic to Multi-Paradigm Solutions
Start with Symbolic
Math
Reinforce hand-
calculations
Move to multi-
paradigm solutions
for real engineering
problems
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2. Using on-line learning
On-line course
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MIT Mechanical Engineering
2.01x Elements of Structures, Required for 2nd year studentsSimona Socrate
Was a paper and pencil class
Moved the material to edX as a
MOOC
Material is evolving through a
constant cycle of residential classes
and public MOOC offerings
MOOC
Residential
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Different style of learning: Written Lecture Notes
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Different style of learning: Short Video Lectures
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Concept Questions in reading and video
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Online recitations
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MATLAB Problem Sets
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3. Integrating usage across classrooms
Integrated curriculum
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MIT – Department of Brain and Cognitive Sciences
Request from industry and graduate research
– None of undergraduate courses taught computation
– Moved to introduce quantitative material earlier
Hired instructor for a transition to more computation (MATLAB) in courses
– 9.40 Introduction to Neural Computation (required UG)
– 9.54 Computational Aspects of Biological Learning
(elective UG)
– 9.011 Systems Neuroscience (required G – level setting
incoming student knowledge)
MATLAB Bootcamp, office hours
Taken from: MIT OCW 9.29
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University of Cambridge
Biological Sciences
Natural Science Course at Cambridge
Biological Sciences stream
– MATLAB Course complement Math
(Year 1)
– Reinforcement & math modelling in Plant &
Microbial Science (Year 2)
– Genetics and Zoology using the modelling
skills (Year 3)
– Systems Biology – Modelling techniques
(Year 4 or Masters)
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Laboratory Exercises
Word problems
Apps
Scripts & functions
Visualizations
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How Top Universities Build Computational Thinking with MATLAB
1. Supplementing pen and paper
Imperial College
2. Using on-line learning
MIT
3. Integrating usage across classrooms
MIT & University of Cambridge
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Integrated Curriculum Builds Depth within the Domain
What about Breadth?
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Is This Just About Engineering?
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Real World Problems Are Multidisciplinary
and Require Collaboration across Domains
Schools and Colleges are Siloed by Nature
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What if Computational Thinking Was Commonplace?
Foundation: Computational Thinking
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Cross-Collaboration
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Computational Thinking – One Common Language
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MATLAB Enabled Campus for Everyone, Anywhere
Integrated Curriculum Integrated Campus