Assessing deep learning

17
@ulearnnz #ulearn16 #cenz16 Assessing Deep Learning Breakout One, Ulearn, 2016 Derek Wenmoth CORE Education

Transcript of Assessing deep learning

Page 1: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

Assessing Deep Learning

Breakout One, Ulearn, 2016 Derek Wenmoth CORE Education

Page 2: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

•  DeepLearningisthekeyfocusofaninterna4onalcollabora4onledbyMichaelFullan,involvingclustersandnetworksofschoolsworkingtogethertobuildknowledgeandprac4cesthatdevelopdeeplearningandfosterwholesystemchange.

•  Inthisworkshoppar4cipantswillbeintroducedtothemeasuresbeingusedtoevaluatethedeeplearninginthisprogramme,andexperiencehowtheseareappliedinaprac4calwaytoformjudgementsaboutthelearningthatisoccurring.

Page 3: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

DefiningDeepLearning•  Shareastoryofalesson/unit/learningexperiencethatyouconsidertobeagoodexampleof‘deeplearning’

•  Whatmadeit‘deep’•  Whatindicatorsdoyouuse?

Page 4: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

Whatarethecharacteris4csofdeepandsurfacelearning?

Surface Deep

Memoriseforassessment Ac4vesearchformeaning

Failuretodis4nguishprinciplesfromexamples

Vigorousinterac4onwithcontent

Focusondiscretefactswithoutintegra4on

Relatenewideastoexis4ngknowledge

Unreflec4veaboutpurposeandstrategies Relateconceptstoeverydayexperience

Anxiety Relateevidencetoconclusions

Lowlongtermreten4on Confidence

Highlongtermreten4on

Page 5: Assessing deep learning

@ulearnnz #ulearn16 #cenz16 hPp://npdl.global

Page 6: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

Page 7: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

ShiRingPrac4ce….

LearningCondi2ons

Rubricstoassess:▪  SystemCondi4ons▪  ClusterCondi4ons▪  SchoolCondi4ons▪  Implementa4on

Diagnos4c

NewPedagogies

Toolsandprotocolstodesigndeeplearningexperiences:▪  NewPedagogies

LearningDesignRubric▪  NewPedagogies

LearningDesignProtocol

▪  TeacherSelf-Assessment

DeepLearningOutcomes

LearningProgressionstoassessandmeasuredeeplearningcompetencies:

▪  Character▪  Ci4zenship▪  Collabora4on▪  Communica4on▪  Crea4vity▪  Cri4calthinking

PROCESS + SUITE OF TOOLS

Collabora2veInquiryCycle

Assess

Design

Implement

Reflect Change

Page 8: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

NewPedagogiesFosterDeepLearningBu

ildingPrecisio

n

Page 9: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

Page 10: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

DeepLearning•  Collabora4on•  Cri4calThinking•  Crea4vity•  Ci4zenship•  Communica4on•  Character

Page 11: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

NewPedagogies•  Studentvoiceandagency•  Blendedlearning•  Projectbased/Inquirylearning•  Directinstruc4on

Page 12: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

LeveragingDigital●  Personalisa4on●  Connec4ng&Collabora4ng●  Real4meassessment,feedback&repor4ng●  Authen4crichlearningcontexts●  Accessibleflexiblelearning

Page 13: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

LearningPartnerships•  Students•  Teachers•  Parents•  Community•  Industry•  Experts

Page 14: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

LearningEnvironment•  Schools•  Home•  Global•  Outdoors•  Libraries•  Virtual

Page 15: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

PedagogicalPrac2ces–•  Studentvoiceandagency•  Blendedlearning•  Projectbased/Inquirylearning•  Directinstruc4on

LearningPartnerships–•  Students•  Teachers•  Parents•  Community•  Industry•  Experts

LeveragingDigital–●  Personalisa4on●  Connec4ng&Collabora4ng●  Real4meassessment,feedback&repor4ng●  Authen4crichlearningcontexts●  Accessibleflexiblelearning

LearningEnvironments–•  Schools•  Home•  Global•  Outdoors•  Libraries•  Virtual

Page 16: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

Page 17: Assessing deep learning

@ulearnnz #ulearn16 #cenz16

DerekWenmoth,[email protected]


Assessing Popular Chess Variants Using Deep Reinforcement ...

Assessing Popular Chess Variants Using Deep Reinforcement ...

Assessing the Scalability of Biologically-Motivated Deep Learning … · 2018-11-21 · ing on datasets which need deep networks with appropriate architectures to achieve good performance.

Assessing the Scalability of Biologically-Motivated Deep Learning … · 2018-11-21 · ing on datasets which need deep networks with appropriate architectures to achieve good performance.

Assessing Learning Outcomes

Assessing Learning Outcomes

Lecture 3: Deep Learning Optimizations - GitHub Pagesuvadlc.github.io/lectures/nov2019/lecture3.pdf · Lecture 3: Deep Learning Optimizations Deep Learning @ UvA. UVA DEEP LEARNING

Lecture 3: Deep Learning Optimizations - GitHub Pagesuvadlc.github.io/lectures/nov2019/lecture3.pdf · Lecture 3: Deep Learning Optimizations Deep Learning @ UvA. UVA DEEP LEARNING

Assessing 116 Deep Retrofits Across the U.S.

Assessing 116 Deep Retrofits Across the U.S.

Assessing learning objectives

Assessing learning objectives

Assessing FOR Learning

Assessing FOR Learning

Assessing Deep-learning Methods for Object Detection at Sea … · Assessing Deep-learning Methods for Object Detection at Sea from LWIR Images Frederik E. T. Sch oller Martin K.

Assessing Deep-learning Methods for Object Detection at Sea … · Assessing Deep-learning Methods for Object Detection at Sea from LWIR Images Frederik E. T. Sch oller Martin K.

Assessing ICT Learning

Assessing ICT Learning

Assessing Uncertainty in Deep Learning Techniques that ...cw3e.ucsd.edu/IARC_2018/AR_Tracking/OBrien_IARC2018.pdf · Assessing Uncertainty in Deep Learning Techniques that Identify

Assessing Uncertainty in Deep Learning Techniques that ...cw3e.ucsd.edu/IARC_2018/AR_Tracking/OBrien_IARC2018.pdf · Assessing Uncertainty in Deep Learning Techniques that Identify

Assessing Generalization in Deep Reinforcement Learning · Assessing Generalization in Deep Reinforcement Learning policy or model at test time, but there has also been work on generalization

Assessing Generalization in Deep Reinforcement Learning · Assessing Generalization in Deep Reinforcement Learning policy or model at test time, but there has also been work on generalization

Assessing deep and shallow learning methods for ... · Animal-based methods for assessing chemical toxicity are struggling to meet testing demands. In silico approaches, including

Assessing deep and shallow learning methods for ... · Animal-based methods for assessing chemical toxicity are struggling to meet testing demands. In silico approaches, including

An Introduction to Deep Learning · Deep Learning An Introduction to ... •Deep Learning •Feed Forward Network •Problems of Deep Learning •AutoEncoders •Restricted Boltzmann

An Introduction to Deep Learning · Deep Learning An Introduction to ... •Deep Learning •Feed Forward Network •Problems of Deep Learning •AutoEncoders •Restricted Boltzmann

Assessing Learning in PE - Web hostingweb.uvic.ca/~thopper/WEB/452/Assessing overview.pdf · Assessing Learning in PE Based on CHAPTER 7 Metzler (2005) - Assessing Student Learning

Assessing Learning in PE - Web hostingweb.uvic.ca/~thopper/WEB/452/Assessing overview.pdf · Assessing Learning in PE Based on CHAPTER 7 Metzler (2005) - Assessing Student Learning

Assessing Service-learning

Assessing Service-learning

Deep Learning in real world @Deep Learning Tokyo

Deep Learning in real world @Deep Learning Tokyo

Assessing Student Learning

Assessing Student Learning

Assessing Deep Learning Architectures for Visualizing Maya Hieroglyphs · 2017-07-17 · Keywords: t-SNE, deep learning, visualization 1 Introduction Visualizing high-dimensional

Assessing Deep Learning Architectures for Visualizing Maya Hieroglyphs · 2017-07-17 · Keywords: t-SNE, deep learning, visualization 1 Introduction Visualizing high-dimensional

Deep Learning I - Korea Universitydsba.korea.ac.kr/wp/wp-content/seminar/Deep learning/Deep Learning... · Deep Learning I Deep learning is research on learning models with multilayer

Deep Learning I - Korea Universitydsba.korea.ac.kr/wp/wp-content/seminar/Deep learning/Deep Learning... · Deep Learning I Deep learning is research on learning models with multilayer

Testing and Assessing for Critical Thinking and Deep ... · PDF fileTesting and Assessing for Critical Thinking and Deep Learning 4 EMAIL/FAX/CALL-IN INSTRUCTIONS There are three ways

Testing and Assessing for Critical Thinking and Deep ... · PDF fileTesting and Assessing for Critical Thinking and Deep Learning 4 EMAIL/FAX/CALL-IN INSTRUCTIONS There are three ways