SlideShare a Scribd company logo
It is time for
Educational Analytics.
DR. SREERAMA KV MURTHY
Talk given at eIndia Education Summit, 24th July 2013, Hyderabad International Convention Centre.
1. Quality institutions
of the future must be
data-driven.
Good institutions must invest in
comprehensive data collection,
warehousing, reporting & analytics
infrastructures.
Near real time data needs to be made
available, to Heads, Faculty, Placement
team as well as Students.
Case Study (2012)Concept
Implementation Steps
Informed decision making & better
accountability at all levels, irrespective of size
of institution
Clear definition & tracking of performance
metrics
Expected Benefits
2. Predictive
Analytics can help
students choose
the right courses /
programs.
Deploy smart counseling at upper primary
& secondary school levels
What programs suit your interests?
What programs are you likely to be
successful at?
Case Study (2012)Concept
Implementation Steps
Reduce dropout rates in subsequent years
Prevent issues of weak learning
Expected Benefits
3. Learning impact
can & should be
measured, especially
for our teachers.
Integrate continuous measurement during
& after teacher training. Quantify learning
impact on the teacher.
At all levels: higher education, vocational
skills, K-12
Case Study (2012)Concept
Implementation Steps
Quality trickle-down
Cost-to-benefit measurement of funds
deployed for teacher training.
Expected Benefits
4. Digital Learning allows
unprecedented
measurement, and hence
personalization.
Implement e-learning wherever feasible.
Deploy platforms that support extensive
data collection & reporting.
Aim for individualized, personalized
training.
Keep the learners continually in-the-know
on where they stand.
Case Study (2013)
Concept
Implementation Steps
Better learner engagement.
Accelerated learning.
Expected Benefits

More Related Content

What's hot

E-Learning Design Rationale
E-Learning Design RationaleE-Learning Design Rationale
E-Learning Design Rationale
CQUniversity
 
Cmi computer managed instruction
Cmi computer managed instructionCmi computer managed instruction
Cmi computer managed instruction
SARANYAB20
 
Meta skills for teachers March 2019
Meta skills for teachers March 2019Meta skills for teachers March 2019
Meta skills for teachers March 2019
Geoff Rebbeck
 
Standards explanation
Standards explanationStandards explanation
Standards explanation
Chantelle (Chelly) Ney
 
Assure model
Assure modelAssure model
Assure model
munsif123
 
The ASSURE Model
The ASSURE ModelThe ASSURE Model
The ASSURE Model
Norman Wright
 
The PROTECS Model 2009
The PROTECS Model 2009The PROTECS Model 2009
The PROTECS Model 2009
Tech-Savvy Teacher
 
Brochure STEM with CS v3 230616
Brochure STEM with CS v3 230616Brochure STEM with CS v3 230616
Brochure STEM with CS v3 230616
Cheah KW
 
Preparing our students for their future work – rethinking employability?
Preparing our students for their future work – rethinking employability?Preparing our students for their future work – rethinking employability?
Preparing our students for their future work – rethinking employability?
nest
 
Fall 2010 All Staff In-Service Day
Fall 2010 All Staff In-Service DayFall 2010 All Staff In-Service Day
Fall 2010 All Staff In-Service Day
Courtney Huff
 
What is Adaptive Learning & Why Should It Be Part of Your 2018 Learning Strategy
What is Adaptive Learning & Why Should It Be Part of Your 2018 Learning StrategyWhat is Adaptive Learning & Why Should It Be Part of Your 2018 Learning Strategy
What is Adaptive Learning & Why Should It Be Part of Your 2018 Learning Strategy
Training Industry Conference & Expo
 
Socio Emotional Intelligence (SEI)
Socio Emotional Intelligence (SEI)Socio Emotional Intelligence (SEI)
Socio Emotional Intelligence (SEI)
Mithileysh Sathiyanarayanan
 
Technology and Assessment Rubrics
Technology and Assessment RubricsTechnology and Assessment Rubrics
Technology and Assessment Rubrics
Roselle Reonal
 
Schools Kill Creativity -- Sir Ken Robinson: He was right, but maybe not abo...
Schools Kill Creativity -- Sir Ken Robinson:  He was right, but maybe not abo...Schools Kill Creativity -- Sir Ken Robinson:  He was right, but maybe not abo...
Schools Kill Creativity -- Sir Ken Robinson: He was right, but maybe not abo...
Rahul Razdan
 
Etpd articles
Etpd articlesEtpd articles
Etpd articles
Alyssa Berry
 
Elearning
ElearningElearning
Elearning
guest29387f
 
Presentation1_TRDEV532
Presentation1_TRDEV532Presentation1_TRDEV532
Presentation1_TRDEV532
Louisa0488
 
Plc at work
Plc at workPlc at work
Plc at work
camprumi
 
Learning Ecosystems
Learning EcosystemsLearning Ecosystems
Learning Ecosystems
Darren Nerland
 

What's hot (19)

E-Learning Design Rationale
E-Learning Design RationaleE-Learning Design Rationale
E-Learning Design Rationale
 
Cmi computer managed instruction
Cmi computer managed instructionCmi computer managed instruction
Cmi computer managed instruction
 
Meta skills for teachers March 2019
Meta skills for teachers March 2019Meta skills for teachers March 2019
Meta skills for teachers March 2019
 
Standards explanation
Standards explanationStandards explanation
Standards explanation
 
Assure model
Assure modelAssure model
Assure model
 
The ASSURE Model
The ASSURE ModelThe ASSURE Model
The ASSURE Model
 
The PROTECS Model 2009
The PROTECS Model 2009The PROTECS Model 2009
The PROTECS Model 2009
 
Brochure STEM with CS v3 230616
Brochure STEM with CS v3 230616Brochure STEM with CS v3 230616
Brochure STEM with CS v3 230616
 
Preparing our students for their future work – rethinking employability?
Preparing our students for their future work – rethinking employability?Preparing our students for their future work – rethinking employability?
Preparing our students for their future work – rethinking employability?
 
Fall 2010 All Staff In-Service Day
Fall 2010 All Staff In-Service DayFall 2010 All Staff In-Service Day
Fall 2010 All Staff In-Service Day
 
What is Adaptive Learning & Why Should It Be Part of Your 2018 Learning Strategy
What is Adaptive Learning & Why Should It Be Part of Your 2018 Learning StrategyWhat is Adaptive Learning & Why Should It Be Part of Your 2018 Learning Strategy
What is Adaptive Learning & Why Should It Be Part of Your 2018 Learning Strategy
 
Socio Emotional Intelligence (SEI)
Socio Emotional Intelligence (SEI)Socio Emotional Intelligence (SEI)
Socio Emotional Intelligence (SEI)
 
Technology and Assessment Rubrics
Technology and Assessment RubricsTechnology and Assessment Rubrics
Technology and Assessment Rubrics
 
Schools Kill Creativity -- Sir Ken Robinson: He was right, but maybe not abo...
Schools Kill Creativity -- Sir Ken Robinson:  He was right, but maybe not abo...Schools Kill Creativity -- Sir Ken Robinson:  He was right, but maybe not abo...
Schools Kill Creativity -- Sir Ken Robinson: He was right, but maybe not abo...
 
Etpd articles
Etpd articlesEtpd articles
Etpd articles
 
Elearning
ElearningElearning
Elearning
 
Presentation1_TRDEV532
Presentation1_TRDEV532Presentation1_TRDEV532
Presentation1_TRDEV532
 
Plc at work
Plc at workPlc at work
Plc at work
 
Learning Ecosystems
Learning EcosystemsLearning Ecosystems
Learning Ecosystems
 

Viewers also liked

January 2013 Inspired by Genesis
January 2013 Inspired by GenesisJanuary 2013 Inspired by Genesis
January 2013 Inspired by Genesis
The BIGBible Project, CODEC, Durham University
 
Solucions de publicitat en el mòbil per monetitzar apps - Jornada Apps Market...
Solucions de publicitat en el mòbil per monetitzar apps - Jornada Apps Market...Solucions de publicitat en el mòbil per monetitzar apps - Jornada Apps Market...
Solucions de publicitat en el mòbil per monetitzar apps - Jornada Apps Market...
Jordi Soler, PhD
 
Impact of Analytics - Presentation
Impact of Analytics - PresentationImpact of Analytics - Presentation
Impact of Analytics - Presentation
Teqnium Consultancy Services Pvt Ltd
 
Presentasi polreg
Presentasi polregPresentasi polreg
Presentasi polreg
Chandra Simbolon
 
Ppt the impact of public expenditure components on economic growth in kenya
Ppt the impact of public expenditure components on economic growth in kenyaPpt the impact of public expenditure components on economic growth in kenya
Ppt the impact of public expenditure components on economic growth in kenyaChandra Simbolon
 
AirAsia Assignment_Ruchi_Thapa
AirAsia Assignment_Ruchi_ThapaAirAsia Assignment_Ruchi_Thapa
AirAsia Assignment_Ruchi_Thapa
ruchthapa
 
The sorrowful mysteries meditative
The sorrowful mysteries   meditativeThe sorrowful mysteries   meditative
The sorrowful mysteries meditative
apophansis
 
B2B Assignment - Airbus A380 - Ruchi Thapa
B2B Assignment - Airbus A380 - Ruchi ThapaB2B Assignment - Airbus A380 - Ruchi Thapa
B2B Assignment - Airbus A380 - Ruchi Thapa
ruchthapa
 
Brand_CCD_Presentation_v3 final
Brand_CCD_Presentation_v3 finalBrand_CCD_Presentation_v3 final
Brand_CCD_Presentation_v3 final
ruchthapa
 

Viewers also liked (11)

Tppe tugas istiqomah
Tppe tugas istiqomahTppe tugas istiqomah
Tppe tugas istiqomah
 
January 2013 Inspired by Genesis
January 2013 Inspired by GenesisJanuary 2013 Inspired by Genesis
January 2013 Inspired by Genesis
 
Solucions de publicitat en el mòbil per monetitzar apps - Jornada Apps Market...
Solucions de publicitat en el mòbil per monetitzar apps - Jornada Apps Market...Solucions de publicitat en el mòbil per monetitzar apps - Jornada Apps Market...
Solucions de publicitat en el mòbil per monetitzar apps - Jornada Apps Market...
 
Kuliah umum bkf
Kuliah umum bkfKuliah umum bkf
Kuliah umum bkf
 
Impact of Analytics - Presentation
Impact of Analytics - PresentationImpact of Analytics - Presentation
Impact of Analytics - Presentation
 
Presentasi polreg
Presentasi polregPresentasi polreg
Presentasi polreg
 
Ppt the impact of public expenditure components on economic growth in kenya
Ppt the impact of public expenditure components on economic growth in kenyaPpt the impact of public expenditure components on economic growth in kenya
Ppt the impact of public expenditure components on economic growth in kenya
 
AirAsia Assignment_Ruchi_Thapa
AirAsia Assignment_Ruchi_ThapaAirAsia Assignment_Ruchi_Thapa
AirAsia Assignment_Ruchi_Thapa
 
The sorrowful mysteries meditative
The sorrowful mysteries   meditativeThe sorrowful mysteries   meditative
The sorrowful mysteries meditative
 
B2B Assignment - Airbus A380 - Ruchi Thapa
B2B Assignment - Airbus A380 - Ruchi ThapaB2B Assignment - Airbus A380 - Ruchi Thapa
B2B Assignment - Airbus A380 - Ruchi Thapa
 
Brand_CCD_Presentation_v3 final
Brand_CCD_Presentation_v3 finalBrand_CCD_Presentation_v3 final
Brand_CCD_Presentation_v3 final
 

Similar to Educational Analytics

How will I and my students utilize the results of the assessment_sir joey.docx
How will I and my students utilize the results of the assessment_sir joey.docxHow will I and my students utilize the results of the assessment_sir joey.docx
How will I and my students utilize the results of the assessment_sir joey.docx
LeiYah4
 
Ed Tech: transforming education
Ed Tech: transforming educationEd Tech: transforming education
Ed Tech: transforming education
Marc-Andre Leger
 
Unlocking Educational Potential: A Comprehensive Guide to Learning Analytics
Unlocking Educational Potential: A Comprehensive Guide to Learning AnalyticsUnlocking Educational Potential: A Comprehensive Guide to Learning Analytics
Unlocking Educational Potential: A Comprehensive Guide to Learning Analytics
Future Education Magazine
 
Le iproject final
Le iproject finalLe iproject final
Driving student outcomes and success: What’s next for the retention pilot pro...
Driving student outcomes and success: What’s next for the retention pilot pro...Driving student outcomes and success: What’s next for the retention pilot pro...
Driving student outcomes and success: What’s next for the retention pilot pro...
LearningandTeaching
 
IPM NDTHRD-Developing a Trainers Toolkit
IPM NDTHRD-Developing a Trainers ToolkitIPM NDTHRD-Developing a Trainers Toolkit
IPM NDTHRD-Developing a Trainers Toolkit
Dupani Hatanarachchi
 
Recent trends and issues in assessment and evaluation
Recent trends and issues in assessment and evaluationRecent trends and issues in assessment and evaluation
Recent trends and issues in assessment and evaluation
ROOHASHAHID1
 
Learn to work. work to learn
Learn to work. work to learnLearn to work. work to learn
Learn to work. work to learn
Subhashini S Tripathi
 
Lawrick_TechUsePlanEdTech501
Lawrick_TechUsePlanEdTech501Lawrick_TechUsePlanEdTech501
Lawrick_TechUsePlanEdTech501
Marie Lawrick
 
Technology and Assessment
Technology and AssessmentTechnology and Assessment
Technology and Assessment
Roselle Reonal
 
Designing and Teaching Effective Online PD
Designing and Teaching Effective Online PDDesigning and Teaching Effective Online PD
Designing and Teaching Effective Online PD
Diana Benner
 
8 Critical Indicators of a Multi-tiered System of Student Support
8 Critical Indicators of a Multi-tiered System of Student Support8 Critical Indicators of a Multi-tiered System of Student Support
8 Critical Indicators of a Multi-tiered System of Student Support
Mary Miller
 
March 22- Orientation Session for Teachers on MCE Certification.pptx
March 22- Orientation Session for Teachers on MCE Certification.pptxMarch 22- Orientation Session for Teachers on MCE Certification.pptx
March 22- Orientation Session for Teachers on MCE Certification.pptx
Pankaj Rai
 
Dm4301674680
Dm4301674680Dm4301674680
Dm4301674680
IJERA Editor
 
The Buyer's Guide to Technical Training: Optimizing Work Instructions for Job...
The Buyer's Guide to Technical Training: Optimizing Work Instructions for Job...The Buyer's Guide to Technical Training: Optimizing Work Instructions for Job...
The Buyer's Guide to Technical Training: Optimizing Work Instructions for Job...
angelameek4
 
Ict ang assesment of learning
Ict ang assesment of learningIct ang assesment of learning
Ict ang assesment of learning
AnnieAbejo
 
Revolutionizing Education with AI: Enhancing Student Engagement with Dr. Timo...
Revolutionizing Education with AI: Enhancing Student Engagement with Dr. Timo...Revolutionizing Education with AI: Enhancing Student Engagement with Dr. Timo...
Revolutionizing Education with AI: Enhancing Student Engagement with Dr. Timo...
Timothy Gadson
 
NTLT 2013 - Peter Coolbear - Supporting the success of priority learners – tr...
NTLT 2013 - Peter Coolbear - Supporting the success of priority learners – tr...NTLT 2013 - Peter Coolbear - Supporting the success of priority learners – tr...
NTLT 2013 - Peter Coolbear - Supporting the success of priority learners – tr...
NTLT Conference
 
What should i be assessing
What should i be assessingWhat should i be assessing
What should i be assessing
Juan Ramos
 
Big Data and Advanced Analytics For Improving Teaching Practices In 2023 | Fu...
Big Data and Advanced Analytics For Improving Teaching Practices In 2023 | Fu...Big Data and Advanced Analytics For Improving Teaching Practices In 2023 | Fu...
Big Data and Advanced Analytics For Improving Teaching Practices In 2023 | Fu...
Future Education Magazine
 

Similar to Educational Analytics (20)

How will I and my students utilize the results of the assessment_sir joey.docx
How will I and my students utilize the results of the assessment_sir joey.docxHow will I and my students utilize the results of the assessment_sir joey.docx
How will I and my students utilize the results of the assessment_sir joey.docx
 
Ed Tech: transforming education
Ed Tech: transforming educationEd Tech: transforming education
Ed Tech: transforming education
 
Unlocking Educational Potential: A Comprehensive Guide to Learning Analytics
Unlocking Educational Potential: A Comprehensive Guide to Learning AnalyticsUnlocking Educational Potential: A Comprehensive Guide to Learning Analytics
Unlocking Educational Potential: A Comprehensive Guide to Learning Analytics
 
Le iproject final
Le iproject finalLe iproject final
Le iproject final
 
Driving student outcomes and success: What’s next for the retention pilot pro...
Driving student outcomes and success: What’s next for the retention pilot pro...Driving student outcomes and success: What’s next for the retention pilot pro...
Driving student outcomes and success: What’s next for the retention pilot pro...
 
IPM NDTHRD-Developing a Trainers Toolkit
IPM NDTHRD-Developing a Trainers ToolkitIPM NDTHRD-Developing a Trainers Toolkit
IPM NDTHRD-Developing a Trainers Toolkit
 
Recent trends and issues in assessment and evaluation
Recent trends and issues in assessment and evaluationRecent trends and issues in assessment and evaluation
Recent trends and issues in assessment and evaluation
 
Learn to work. work to learn
Learn to work. work to learnLearn to work. work to learn
Learn to work. work to learn
 
Lawrick_TechUsePlanEdTech501
Lawrick_TechUsePlanEdTech501Lawrick_TechUsePlanEdTech501
Lawrick_TechUsePlanEdTech501
 
Technology and Assessment
Technology and AssessmentTechnology and Assessment
Technology and Assessment
 
Designing and Teaching Effective Online PD
Designing and Teaching Effective Online PDDesigning and Teaching Effective Online PD
Designing and Teaching Effective Online PD
 
8 Critical Indicators of a Multi-tiered System of Student Support
8 Critical Indicators of a Multi-tiered System of Student Support8 Critical Indicators of a Multi-tiered System of Student Support
8 Critical Indicators of a Multi-tiered System of Student Support
 
March 22- Orientation Session for Teachers on MCE Certification.pptx
March 22- Orientation Session for Teachers on MCE Certification.pptxMarch 22- Orientation Session for Teachers on MCE Certification.pptx
March 22- Orientation Session for Teachers on MCE Certification.pptx
 
Dm4301674680
Dm4301674680Dm4301674680
Dm4301674680
 
The Buyer's Guide to Technical Training: Optimizing Work Instructions for Job...
The Buyer's Guide to Technical Training: Optimizing Work Instructions for Job...The Buyer's Guide to Technical Training: Optimizing Work Instructions for Job...
The Buyer's Guide to Technical Training: Optimizing Work Instructions for Job...
 
Ict ang assesment of learning
Ict ang assesment of learningIct ang assesment of learning
Ict ang assesment of learning
 
Revolutionizing Education with AI: Enhancing Student Engagement with Dr. Timo...
Revolutionizing Education with AI: Enhancing Student Engagement with Dr. Timo...Revolutionizing Education with AI: Enhancing Student Engagement with Dr. Timo...
Revolutionizing Education with AI: Enhancing Student Engagement with Dr. Timo...
 
NTLT 2013 - Peter Coolbear - Supporting the success of priority learners – tr...
NTLT 2013 - Peter Coolbear - Supporting the success of priority learners – tr...NTLT 2013 - Peter Coolbear - Supporting the success of priority learners – tr...
NTLT 2013 - Peter Coolbear - Supporting the success of priority learners – tr...
 
What should i be assessing
What should i be assessingWhat should i be assessing
What should i be assessing
 
Big Data and Advanced Analytics For Improving Teaching Practices In 2023 | Fu...
Big Data and Advanced Analytics For Improving Teaching Practices In 2023 | Fu...Big Data and Advanced Analytics For Improving Teaching Practices In 2023 | Fu...
Big Data and Advanced Analytics For Improving Teaching Practices In 2023 | Fu...
 

Recently uploaded

Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfObservability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Paige Cruz
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
Pixlogix Infotech
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdfUni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems S.M.S.A.
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
DianaGray10
 
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AIMind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
Kumud Singh
 
“I’m still / I’m still / Chaining from the Block”
“I’m still / I’m still / Chaining from the Block”“I’m still / I’m still / Chaining from the Block”
“I’m still / I’m still / Chaining from the Block”
Claudio Di Ciccio
 
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
SOFTTECHHUB
 
How to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptxHow to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptx
danishmna97
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
mikeeftimakis1
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
kumardaparthi1024
 
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
Neo4j
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
Kari Kakkonen
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Neo4j
 
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceAI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
IndexBug
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
名前 です男
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
RESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for studentsRESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for students
KAMESHS29
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Speck&Tech
 
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
DianaGray10
 

Recently uploaded (20)

Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfObservability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
Uni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdfUni Systems Copilot event_05062024_C.Vlachos.pdf
Uni Systems Copilot event_05062024_C.Vlachos.pdf
 
Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1Communications Mining Series - Zero to Hero - Session 1
Communications Mining Series - Zero to Hero - Session 1
 
Mind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AIMind map of terminologies used in context of Generative AI
Mind map of terminologies used in context of Generative AI
 
“I’m still / I’m still / Chaining from the Block”
“I’m still / I’m still / Chaining from the Block”“I’m still / I’m still / Chaining from the Block”
“I’m still / I’m still / Chaining from the Block”
 
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...
 
How to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptxHow to Get CNIC Information System with Paksim Ga.pptx
How to Get CNIC Information System with Paksim Ga.pptx
 
Introduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - CybersecurityIntroduction to CHERI technology - Cybersecurity
Introduction to CHERI technology - Cybersecurity
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
 
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
GraphSummit Singapore | Neo4j Product Vision & Roadmap - Q2 2024
 
Climate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing DaysClimate Impact of Software Testing at Nordic Testing Days
Climate Impact of Software Testing at Nordic Testing Days
 
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024GraphSummit Singapore | The Art of the  Possible with Graph - Q2 2024
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
 
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceAI 101: An Introduction to the Basics and Impact of Artificial Intelligence
AI 101: An Introduction to the Basics and Impact of Artificial Intelligence
 
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
みなさんこんにちはこれ何文字まで入るの?40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの?えこ...
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
RESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for studentsRESUME BUILDER APPLICATION Project for students
RESUME BUILDER APPLICATION Project for students
 
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?
 
UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5UiPath Test Automation using UiPath Test Suite series, part 5
UiPath Test Automation using UiPath Test Suite series, part 5
 

Educational Analytics

  • 1. It is time for Educational Analytics. DR. SREERAMA KV MURTHY Talk given at eIndia Education Summit, 24th July 2013, Hyderabad International Convention Centre.
  • 2. 1. Quality institutions of the future must be data-driven. Good institutions must invest in comprehensive data collection, warehousing, reporting & analytics infrastructures. Near real time data needs to be made available, to Heads, Faculty, Placement team as well as Students. Case Study (2012)Concept Implementation Steps Informed decision making & better accountability at all levels, irrespective of size of institution Clear definition & tracking of performance metrics Expected Benefits
  • 3. 2. Predictive Analytics can help students choose the right courses / programs. Deploy smart counseling at upper primary & secondary school levels What programs suit your interests? What programs are you likely to be successful at? Case Study (2012)Concept Implementation Steps Reduce dropout rates in subsequent years Prevent issues of weak learning Expected Benefits
  • 4. 3. Learning impact can & should be measured, especially for our teachers. Integrate continuous measurement during & after teacher training. Quantify learning impact on the teacher. At all levels: higher education, vocational skills, K-12 Case Study (2012)Concept Implementation Steps Quality trickle-down Cost-to-benefit measurement of funds deployed for teacher training. Expected Benefits
  • 5. 4. Digital Learning allows unprecedented measurement, and hence personalization. Implement e-learning wherever feasible. Deploy platforms that support extensive data collection & reporting. Aim for individualized, personalized training. Keep the learners continually in-the-know on where they stand. Case Study (2013) Concept Implementation Steps Better learner engagement. Accelerated learning. Expected Benefits