Course or series
Designing AI-driven Personalised Learning Environments
NPTEL — National Programme on Technology Enhanced Learning
Lecture 1 : What is Learning?
“Lecture 1 : What is Learning?” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 2 : Issues in Learning and PAL
“Lecture 2 : Issues in Learning and PAL” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 3 : Self-Reguated Learning
“Lecture 3 : Self-Reguated Learning” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 4 : History of PAL Environments
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NPTEL — National Programme on Technology Enhanced Learning
Lecture 5 : The Architecture of PAL
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NPTEL — National Programme on Technology Enhanced Learning
Lecture 6 : UI and Domain Module
“Lecture 6 : UI and Domain Module” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 7 : Learner and Pedagogy Module
“Lecture 7 : Learner and Pedagogy Module” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 8 : What is Learning Analytics?
“Lecture 8 : What is Learning Analytics?” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 10 : Introduction to Domain Model in PAL
“Lecture 10 : Introduction to Domain Model in PAL” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 11 : Rule Based Model
“Lecture 11 : Rule Based Model” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 12 : Rule Based Model - Fraction Addition
“Lecture 12 : Rule Based Model - Fraction Addition” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 13 : Limitations of RBM
“Lecture 13 : Limitations of RBM” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 14 : Constraint Based Model
“Lecture 14 : Constraint Based Model” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 15 : Application of CBM
“Lecture 15 : Application of CBM” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 16 : RBM and CBM
“Lecture 16 : RBM and CBM” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 17 : Podcast for week 2
“Lecture 17 : Podcast for week 2” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 18 : Introduction to Learner Model
“Lecture 18 : Introduction to Learner Model” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 19 : Importance of Learner Model in PAL
“Lecture 19 : Importance of Learner Model in PAL” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 20 : Overlay Model
“Lecture 20 : Overlay Model” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 21 : Learner Modeling using IRT
“Lecture 21 : Learner Modeling using IRT” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 22 : Limitations of IRT as Learner Model
“Lecture 22 : Limitations of IRT as Learner Model” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 23 : Demo of IRT
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NPTEL — National Programme on Technology Enhanced Learning
Lecture 24 : Podcast for Week 3
“Lecture 24 : Podcast for Week 3” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 25 : Introduction to bayesian Network
“Lecture 25 : Introduction to bayesian Network” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 26 : Dynamic Bayesian Network
“Lecture 26 : Dynamic Bayesian Network” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 27 : Conditional Probability Table
“Lecture 27 : Conditional Probability Table” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 28 : Bayesian Knowledge Tracing
“Lecture 28 : Bayesian Knowledge Tracing” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 29 : Limitations of BKT as Learner Model
“Lecture 29 : Limitations of BKT as Learner Model” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 30 : Demo of Dyanamic Bayesian Network
“Lecture 30 : Demo of Dyanamic Bayesian Network” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 31 : Podcast for Week 4
“Lecture 31 : Podcast for Week 4” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 32 : Introduction to the Pedagogy Module
“Lecture 32 : Introduction to the Pedagogy Module” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 33 : Content Based and Collaborative Filtering
“Lecture 33 : Content Based and Collaborative Filtering” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 34 : Open Learner Models
“Lecture 34 : Open Learner Models” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 35 : Standard Pedagogy Rules - 1
“Lecture 35 : Standard Pedagogy Rules - 1” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 36 : Standard Pedagogy Rules - 2
“Lecture 36 : Standard Pedagogy Rules - 2” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 37 : Pedagogy Rules from Literature
“Lecture 37 : Pedagogy Rules from Literature” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 38 : Podcast for Week 5
“Lecture 38 : Podcast for Week 5” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 39 : Cognitive Tutor: MathTutor
“Lecture 39 : Cognitive Tutor: MathTutor” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 40 : Existing ITS: MetaTutor
“Lecture 40 : Existing ITS: MetaTutor” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 41 : Existing ITS: MetaGuru
“Lecture 41 : Existing ITS: MetaGuru” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 42 : Existing ITS: Betty's Brain
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NPTEL — National Programme on Technology Enhanced Learning
Lecture 43 : Tools to develop PAL
“Lecture 43 : Tools to develop PAL” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 44 : Demo of GIFT Tutor
“Lecture 44 : Demo of GIFT Tutor” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 45 : E-Learning Authoring Platforms and the SCORM Standard
“Lecture 45 : E-Learning Authoring Platforms and the SCORM Standard” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 46 : Demo of Articulate 360
“Lecture 46 : Demo of Articulate 360” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 47 : Building PAL using Gen AI
“Lecture 47 : Building PAL using Gen AI” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 48 : PAL Using Multimodal Data
“Lecture 48 : PAL Using Multimodal Data” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 49 : Affective Computing
“Lecture 49 : Affective Computing” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 50 : Affectaware Tutor
“Lecture 50 : Affectaware Tutor” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 51 : GBM Based PAL
“Lecture 51 : GBM Based PAL” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 52 : PAL using Eye Gaze Data
“Lecture 52 : PAL using Eye Gaze Data” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 53 : Podcast for Week 8
“Lecture 53 : Podcast for Week 8” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 54 : PAL in other learning environments
“Lecture 54 : PAL in other learning environments” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 55 : PAL in Classroom Environment
“Lecture 55 : PAL in Classroom Environment” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 56 : Realtime Feedback From Students
“Lecture 56 : Realtime Feedback From Students” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 57 : PAL in Virtual Reality Learning Environments
“Lecture 57 : PAL in Virtual Reality Learning Environments” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 58 : Data logging in VRLE
“Lecture 58 : Data logging in VRLE” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 59 : Personalized VRLE
“Lecture 59 : Personalized VRLE” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 60 : Podcast for Week 9
“Lecture 60 : Podcast for Week 9” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 61 : The GenAI Revolution in PAL Architecture
“Lecture 61 : The GenAI Revolution in PAL Architecture” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 62 : Automated Assessment Generation
“Lecture 62 : Automated Assessment Generation” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 63 : Capturing the Handwritten Learner Input
“Lecture 63 : Capturing the Handwritten Learner Input” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 64 : Data Privacy and Ethics
“Lecture 64 : Data Privacy and Ethics” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 65 : Podcast for Week 10
“Lecture 65 : Podcast for Week 10” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 66 : High-Level System Architecture with LLMs
“Lecture 66 : High-Level System Architecture with LLMs” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 67 : Developing Domain Model with LLMs
“Lecture 67 : Developing Domain Model with LLMs” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 68 : Pedagogy Model with LLM
“Lecture 68 : Pedagogy Model with LLM” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 69 : Building Learner Models Using LLMs
“Lecture 69 : Building Learner Models Using LLMs” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 70 : System Demo
“Lecture 70 : System Demo” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 71 : Experimental Designs for Intelligent Tutoring Systems
“Lecture 71 : Experimental Designs for Intelligent Tutoring Systems” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 72 : Quantifying Impact
“Lecture 72 : Quantifying Impact” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 73 : Demo of ITS using Gen AI
“Lecture 73 : Demo of ITS using Gen AI” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 74 : Summary of Course Contents
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NPTEL — National Programme on Technology Enhanced Learning
Lecture 75 : Modelling the Domain
“Lecture 75 : Modelling the Domain” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 76 : Learner Modeling
“Lecture 76 : Learner Modeling” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 77 : Pedagogy Module Revisited
“Lecture 77 : Pedagogy Module Revisited” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 78 : Authoring Standards
“Lecture 78 : Authoring Standards” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 79 : Multimodal Data and VRLE
“Lecture 79 : Multimodal Data and VRLE” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.
NPTEL — National Programme on Technology Enhanced Learning
Lecture 80 : Recent Trends in PAL
“Lecture 80 : Recent Trends in PAL” is listed in Designing AI-driven Personalised Learning Environments. Its place in the course provides the learning context; an individual account of the lecture's content has not yet been checked.