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Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE NOIDA EDITION 2026

Noida’s
edtech industry,
in focus.

The companies, capital and talent shaping edtech in Noida. Find the leaders. Understand the segments. See where the activity is.

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Edtech Industry Landscape of Noida
IN
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Edtech illustration
Companies tracked 496Edtech ecosystem in Noida Disclosed funding $701.3M42 companies · all recorded rounds Companies hiring 72With open roles at the snapshot Tracked open roles 15215 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore Noida’s edtech leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Explore the full landscape
Edtech company highlights in Noida, snapshot 2 September 2026
Company
Physics Wallahpw.live$275M—10,316Financial figure available in RadarView in Radar
Classplusclassplusapp.com$247.05M—376Financial figure available in RadarView in Radar
Univo Educationunivo.education$76M4 roles1,057Financial figure available in RadarView in Radar
BYJU\'S Exam Prepbyjusexamprep.com$24.54M—5—
ConveGeniusconvegenius.com$16.37M—132$14.37MFYFY2025 filing
iProfiprofindia.com$15.58M—201—
AdmitKardadmitkard.com$12.19M—225—
Liqvidliqvid.com$7.53M—1$124.44KFYFY2025 filing
AAFT Onlineaaftonline.com—6 roles10—
Forward Eye Technologiesforwardeyetechnologies.com—6 roles——
CGB Mentorscgbmentors.com—5 roles——
Edunext Technologiesedunexttechnologies.com—5 roles13$2.82MFYFY2025 filing
Extramarksextramarks.com—5 roles4,080—
Meritshotmeritshot.com—5 roles18—
Bosscoder Academybosscoderacademy.com—4 roles90Financial figure available in RadarView in Radar
Buddy4studybuddy4study.com——38$469.96KFYFY2023 filing
Ediqueedique.in——2,093$32.02MFYFY2025 filing
GeeksforGeeksgeeksforgeeks.org——277—
Innovartaninnovartan.com——29—
MPSmpslimited.com——3,000Financial figure available in RadarView in Radar
Nursing Next Livenursingnextlive.com——305$1.26MFYFY2025 filing
Practice Mockpracticemock.com————
Results.shiksharesults.shiksha————
Shikshashiksha.com——5,788$277.71MFYFY2025 filing
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only

Explore the live startup set in Radar

No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.

Explore classified startups in Radar ↗
THE KEY SIGNALS

Edtech industry KPIs in Noida

A few useful ratios bring the size of this ecosystem into perspective.

2 September 2026
Hiring participation14.5%

72 of 496 tracked companies have open roles.

Funding participation8.9%

44 of 496 tracked companies have a recorded round.

Top 3 funding share85.3%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$422.1K

Midpoint of 86 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 85.3% of disclosed capital, while 91.1% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Noida edtech has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Noida edtech
$0$93.99M$187.98M$281.97M$375.96M2016: $2.21M20162017: $3.15M20172018: $6.68M20182019: $11.19M20192020: $20.98M20202021: $90.74M20212022: $329.79M20222023: $7.15M20232024: $198.44M20242025: $756.31K2025
View the numbers
Annual edtech funding and company formation in Noida
YearFunding (USD)FoundedRaising
2016$2.21M357
2017$3.15M336
2018$6.68M428
2019$11.19M368
2020$20.98M434
2021$90.74M269
2022$329.79M4410
2023$7.15M386
2024$198.44M207
2025$756.31K102
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Physics Wallah39.2%
  • Classplus35.2%
  • Univo Education10.8%
  • Other companies14.7%

Funding by stage

93 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel60 64.5%
Series A–B20 21.5%
Series C+ / PE7 7.5%
Grants, debt & other6 6.5%

Recent recorded rounds

Latest recorded rounds · USD
1 rounds

Swipe or scroll horizontally to browse.

Seed03/2026
Skillre $53.23K

Backed by Real Time Accelerator Fund.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
₹ crore · standalone

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 101 reporting entities from 135 eligible matches.

Revenue in covered accounts₹7,531.3 crore

Sum of reporting-entity revenue; not Noida market sales.

Net profit / loss₹626.7 crore

Combined result for the same cohort.

Aggregate net margin+8.3%

Combined net income ÷ combined revenue.

Median company revenue₹2.0 crore

The middle covered reporting entity.

Profitable entities+56.4%

57 of 101 covered entities.

Top-five concentration+80.1%

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2025 · 101 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

101 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
NOIDA · INDUSTRY COHORTS

How does edtech compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the Noida companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

12 of the 496 companies on this page carry a measured traffic record (2.4%); these are the largest of those, by monthly visits. The median among them is 676,250 visits.

CompanyMonthly visitsAuthorityMobile
Shikshashiksha.com39,674,4498194.3%
Physics Wallahpw.live37,730,5717537.2%
GeeksforGeeksgeeksforgeeks.org24,700,8768524.8%
Buddy4studybuddy4study.com1,403,7415882.7%
Amity Universityamityonline.com1,039,4554840.9%
YesOfficeryesofficer.com932,707238.3%
Hack2skillhack2skill.com419,7933341.5%
Extramarksextramarks.com376,3744975.9%
CollegeVidyacollegevidya.com275,9454578.4%
Hindi dictionaryhindwidictionary.com131,1064387.9%

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

111 of these companies (22.4%) publish at least one Android app — 31,987 apps in all, carrying 165M installs between them.

AppInstallsRatingStore category
Exam Preparation: Live ClassesBYJU\'S Exam Prep30M4.1Education
Rojgar With Ankit (RWA)Rojgar With Ankit17.2M4.5Education
Extramarks – The Learning AppExtramarks14.5M4.7Education
G-ShalaSchoolnet4M3.1Education
Shiksha Colleges, Exams & MoreShiksha3.5M3.9Education
PracticeMock:Gov Exam Prep AppPractice Mock3.5M4Education
GeeksforGeeks - Learn To CodeGeeksforGeeks2.9M4.3Education
ASSEB ResultsResults.shiksha2.4M4Education
GYAN BINDU G.S ACADEMY PATNAAppX2.2M4.1Education
PW Books NCERT Books SolutionsPhysics Wallah1.5M—Education

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
K-12 Edtech31,87491.7MExtramarks – The Learning App 14.5M
Test Preparation Tech5383.9MExam Preparation: Live Classes 30M
Continued Learning31,12865.1MGeeksforGeeks - Learn To Code 2.9M
Higher Education Tech1557.5MShiksha Colleges, Exams & More 3.5M
Enterprise Resource Planning5337.2MEdunext Parent 1.3M
Freelancer It102.4MGYAN BINDU G.S ACADEMY PATNA 2.2M
Social Platforms5231.2KStudycaller 198.4K
Hrtech1667.8KmElimu-Student 26.6K

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q2: 28452023Q2: 782023Q22023Q3: 24812023Q3: 1882023Q32023Q4: 11462023Q4: 2032023Q42024Q1: 23512024Q1: 642024Q12024Q2: 1242024Q2: 872024Q22024Q3: 162024Q3: 2952024Q32024Q4: 122024Q4: 742024Q42025Q1: 132025Q1: 72242025Q12025Q2: 192025Q2: 7402025Q22025Q3: 112025Q3: 20542025Q32025Q4: 192025Q4: 37462025Q42026Q1: 262026Q1: 3632026Q1

Darker bars are new releases, lighter bars apps updated. 31,395 of 31,987 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Noida edtech market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Consumer digital316
Enterprise tech181
Online courses140
Education it131
Enterprise software94
Saas88
Edtech saas81
Continued learning for professionals81
Online test prep courses43
Online tutoring42
Future of work33
Vocational training31

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Consumer digital

The largest measured segment in this report snapshot.

316companies
17.4%have hiring activity

55 companies hiring · $374.85M disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription370
Fee-for-service98
Advertising89
Commission on transaction76
E-commerce - service70
E-commerce - product20
Physical commerce7
Freemium4
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 4 dated reports
IPO activitypw.live ↗

Physics Wallah raises INR 1,563 Cr from anchor investors ahead of IPO

Earningsshiksha.com ↗

Shiksha saw Q4FY26 billings decline 13% YoY to ₹45.1 crore, while FY26 billings showed a modest rise of 0.8% to ₹163.7 crore.

Earningsmpslimited.com ↗

MPS Limited reported a strong set of numbers for the second quarter, with both profit and revenue showing healthy year-on-year growth.

Leadership movesinnovartan.com ↗

India – May 29, 2025 — Innovartan, the edtech company redefining competitive examreadiness for school students, is proud to announce the appointment of Ravi Sharma as its new Chief Technology Officer.

Full recorded event mix

Top 7 categories among 27 recorded events in the 24-month window.

Earnings
7
Funding rounds
6
IPO activity
6
Leadership moves
4
Capital infusions
2
Fundraising
1
Mergers & acquisitions
1

IPO pipeline

1 companies with recorded IPO activity

IPO · NSE and BSE9 reports

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
unacademy→Physics Wallah ↗Terminated2024-12-09Not stated in snapshot
skillarbitrage→Data is Good ↗Announced2024-09-06$3.0M
havas→TED Consulting ↗Announced2024-04-11Not stated in snapshot
Classplus→saarthiAnnounced2023-08-15Not stated in snapshot
graphy→Spayee ↗Completed2023-06-22$25.0M
Physics Wallah→xylem learningAnnounced2023-06-20Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

404 postings in the preceding 12 months. The full 508-posting snapshot covers 76 employers.

Expand panel +

Most advertised job titles

Inside Sales Specialist6
Business Development Executive5
Business Development Associate4
Backend Developer3
Flutter Developer3
Marketing Project Manager3
8 internship postings

1 tracked postings mention remote work.

The seniority mix

168 postings specify a level.

unspecified
340
manager
55
senior
48
intern
32
lead
22
entry
11

Skills employers mention

Top skills across 508 tracked postings in the available jobs snapshot.

Python
46
Communication Skills
31
Java
31
Javascript
25
Sales
24
Communication
22
Teaching
21
Excel
21
Lead Generation
20
Research
19
ADVERTISED PAY$9.3K/ year

Median across 65 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

299 founders and chief executives across 232 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

41 profiles with education records.

IIT Delhi
8
IIT Roorkee
7
IIT Kanpur
6
IIM Calcutta
4
Indian School of Business
4
IIT Madras
3
IIT Bombay
2
IIT Hyderabad
2

Prior employers

9 profiles with prior-work records.

Microsoft
3
Boston Consulting Group
2
Amazon
1
McKinsey
1
Google
1
Intel
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

1,112 articles in the measured 12-month window.

Expand panel +
1,112articles in the measured year
195articles in 2026Q1
93.1%positive tone in the latest complete year

News volume trends

Edtech coverage tagged Noida · articles per complete quarter

01823635457272021Q2: 812021Q22021Q3: 6002021Q4: 882022Q1: 1102022Q2: 1092022Q22022Q3: 6322022Q4: 2082023Q1: 2042023Q2: 1252023Q22023Q3: 5042023Q4: 1402024Q1: 1802024Q2: 1192024Q22024Q3: 3092024Q4: 1362025Q1: 1772025Q2: 1362025Q22025Q3: 5552025Q4: 2092026Q1: 1952026Q1
View quarterly article counts
QuarterArticles
2021Q281
2021Q3600
2021Q488
2022Q1110
2022Q2109
2022Q3632
2022Q4208
2023Q1204
2023Q2125
2023Q3504
2023Q4140
2024Q1180
2024Q2119
2024Q3309
2024Q4136
2025Q1177
2025Q2136
2025Q3555
2025Q4209
2026Q1195

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
768 positive · 0 neutral · 18 negative
2022
974 positive · 1 neutral · 82 negative
2023
899 positive · 1 neutral · 73 negative
2024
682 positive · 3 neutral · 59 negative
2025
1,003 positive · 3 neutral · 71 negative

Leading coverage topics

Edtech coverage tagged Noida · ranked by full-period article count.

Latest Gadgets And Consumer Electronics9,991 articles in the full recorded period
2,492 recent · 2,242 prior
Artificial Intelligence Advancements9,305 articles in the full recorded period
4,035 recent · 2,448 prior
Mobile Operating Systems7,806 articles in the full recorded period
2,071 recent · 1,797 prior
5G Network Infrastructure5,030 articles in the full recorded period
931 recent · 844 prior
New Product Launches And Innovations4,242 articles in the full recorded period
1,488 recent · 980 prior
Strategic Partnerships And Collaborations3,278 articles in the full recorded period
1,190 recent · 686 prior
Mobile Phone Market Segmentation3,255 articles in the full recorded period
862 recent · 691 prior
Technology Adoption And Digital Transformation3,160 articles in the full recorded period
1,186 recent · 727 prior
Mobile Phone Connectivity Standards (5G, Lte)3,147 articles in the full recorded period
625 recent · 598 prior
Global Market Entry Strategies2,752 articles in the full recorded period
785 recent · 585 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

India comparison coverage

KeywordRecentPriorChange
ai research2,3491,30580%
ai hardware2,0341,41843%
ai frameworks1,50381485%
responsible ai92346997%
ai regulation compliance79348165%
technology initiatives71339680%
cloud infrastructure484214126%
emerging tech governance33323045%
tech-enhanced pedagogy22713568%
chip manufacturing19013442%
online diplomas4307-99%
online degrees4307-99%
accredited online programs4307-99%
online certifications4305-99%
master franchising1303-100%

Event and signal lenses

India comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

59,249 classified articles

ai regulation compliance, responsible ai, ai research

65.9% critical · 48.7% positive
Flat

Funding Momentum

13,390 classified articles

funding announcement, neural network ventures, ai infrastructure financing

60.0% critical · 60.6% positive
Rising

Growth

30,066 classified articles

5g rollout, business smartphone, ai research

48.8% critical · 66.9% positive

Edtech coverage tagged Noida. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Edtech research is working on

2,453 papers in the recorded india scope.

Expand panel +
2,453papers
53,436worldwide comparison pool
2,453India-affiliated papers

Research orientation

Promising
1,123
Breakthrough
442
Problem-identifying
380
Descriptive
237
Cautionary
196
Comparative
64
Critical
11

Contribution mix

Empirical
942
Methods-led
760
Reviews
472
Position pieces
259
Theoretical
20

Tone counts: 2,390 positive · 5 neutral · 58 negative.

Common problems researchers identify
391 papers · 15.9% of this field
  • Educational technology80 papers
  • Higher education54 papers
  • Curriculum37 papers
  • Information and Communications Technology36 papers
  • Digital learning31 papers
  • Information technology30 papers
  • Technology integration29 papers
  • Blended learning26 papers

Landmark: Online Learning: A Panacea in the Time of COVID-19 Crisis

Cautions
196 papers · 8.0% of this field
  • Transformative learning48 papers
  • Educational technology46 papers
  • Higher education38 papers
  • Personalized learning21 papers
  • Applications of artificial intelligence21 papers
  • Digital learning18 papers
  • Curriculum16 papers
  • Learning analytics15 papers

Landmark: A Global Classroom? Evaluating the Effectiveness of Global Virtual Collaboration as a Teaching Tool in Management Education

Opportunities
1,565 papers · 63.8% of this field
  • Educational technology217 papers
  • Personalized learning175 papers
  • Learning analytics159 papers
  • Analytics141 papers
  • Transformative learning141 papers
  • Adaptive learning116 papers
  • Curriculum108 papers
  • Scalability103 papers

Landmark: Students’ Perception towards E-Learning during COVID-19 Pandemic in India: An Empirical Study

Leading institutions

University of Delhi
4,943
University of Petroleum and Energy Studies
531
Narsee Monjee Institute of Management Studies
529
Jamia Millia Islamia
508
Lovely Professional University
490
Maharshi Dayanand University
360

Leading researchers

Shivangi Dhawan
4,931
Mohammed Arshad Khan
367
Vivek Vivek
367
Mohammed Kamalun Nabi
367
Maysoon Khojah
367
Muhammad Tahir
367
Monika Hooda
359
Chhavi Rana
359

Highly cited breakthrough-labelled papers

  • Metaverse: A Potential Virtual-Physical Ecosystem for Innovative Blended Education and Training71 citations
  • LEARNING MANAGEMENT SYSTEM20 citations
  • Deep Learning-Enabled Human Resource Analytics in Predicting Employee Performance18 citations
  • LSTM-SHAP based academic performance prediction for disabled learners in virtual learning environments: a statistical analysis approach15 citations
  • Holistic Education Redefined: Integrating STEM with Arts, Environment, Spirituality, and Sports through the Seven-Factor/Saptha-Mukhi Student Developm13 citations

Common problems researchers identify

302 papers · 6 recurring themes
6 cards

Swipe or scroll horizontally to browse.

Challenges Integrating ICT in SchoolsCommon problems researchers identify · 01

Challenges Integrating ICT in Schools

65 papers

21.5% of this theme group

Researchers highlight institutional and teacher barriers that impede effective technology integration in Indian classrooms.

Information and Communications Technology (25) · Information technology (16) · Technology integration (19) · Educational technology (29)

Enhancing ICT Integration: Addressing Teachers’ Perspectives and Institutional Challenges in Schools

Re-examining Technology Integration in Education: Cognitive Foundations, Pedagogical Implications, and Contextual Constraints

View research history
YearShare index
2022652.8
2023668.6
2024684.9
2025679.2
Digital Learning Transformation IssuesCommon problems researchers identify · 02

Digital Learning Transformation Issues

62 papers

20.5% of this theme group

Papers discuss obstacles to equitable digital learning and lifelong education during rapid digital shifts.

Digital learning (21) · Digital transformation (11) · Transformative learning (10) · Lifelong learning (7)

Transforming Education in the Digital Era: Innovation, Equity, and Global Perspectives

Online Learning and its Transformative Impact on Digital Learning in Higher Education Institutions

View research history
YearShare index
2022128.7
2023156.9
2024192.4
2025348.4
Curriculum and AI Adoption GapsCommon problems researchers identify · 03

Curriculum and AI Adoption Gaps

53 papers

17.5% of this theme group

Studies point to mismatches between curriculum design, generative grammar, and emerging AI-driven adaptive tools.

Curriculum (14) · Generative grammar (6) · Applications of artificial intelligence (5) · Adaptive learning (6)

Artificial Intelligence In Education: A Systematic Review Of Applications, Machine Learning Frameworks, And Predictive Analytics For Quality

Artificial Intelligence and Evaluation in the Teaching-Learning Process: Emerging Paradigms and Directions

View research history
YearShare index
2022960.2
20231028.0
2024900.4
20251021.8
Blended and Immersive Learning BarriersCommon problems researchers identify · 04

Blended and Immersive Learning Barriers

51 papers

16.9% of this theme group

Authors examine practical and pedagogical constraints limiting blended, flipped, and virtual reality approaches.

Blended learning (18) · Flipped classroom (10) · Educational technology (14) · Virtual reality (4)

Transformation of Quality Education Through E-Learning for Sustainable Development

Enhancing Student Learning Through Flipped Classroom

View research history
YearShare index
2022190.9
2023181.2
2024179.8
2025228.9
Pandemic‑Driven Online Learning ChallengesCommon problems researchers identify · 05

Pandemic‑Driven Online Learning Challenges

38 papers

12.6% of this theme group

Research reveals perception gaps and logistical hurdles faced by teachers and students during COVID‑19 remote instruction.

Coronavirus disease 2019 (8) · Pandemic (8) · Online learning (8) · Electronic learning (4)

Perception towards online/blended learning at the time of Covid-19 pandemic: an academic analytics in the Indian context

Online Teaching-Learning in Medical Education: A Multicentric CrossSectional Study on Perception and Challenges of Teachers and Students dur

View research history
YearShare index
2022504.4
2023341.9
2024182.4
2025103.5
Learning Analytics Implementation IssuesCommon problems researchers identify · 06

Learning Analytics Implementation Issues

33 papers

10.9% of this theme group

Works critique data quality, privacy, and interpretability problems in applying big‑data analytics to education.

Analytics (21) · Learning analytics (18) · Big data (5) · Data analysis (4)

Exploring the Efficacy of Adaptive Learning Platforms Enhanced by Artificial Intelligence

Predictive Analytics in Education: Modeling the Complex Relationship Between Learning Modalities and Student Well-being

View research history
YearShare index
202288.7
202384.1
202465.0
202584.9

Cautions

138 papers · 4 recurring themes
4 cards

Swipe or scroll horizontally to browse.

AI Personalization RisksCautions · 01

AI Personalization Risks

42 papers

30.4% of this theme group

Authors caution that adaptive AI may reinforce bias and overlook broader pedagogical considerations.

Applications of artificial intelligence (14) · Transformative learning (14) · Personalized learning (9) · Adaptive learning (6)

Role of Artificial Intelligence in Education

USE OF AI TOOLS IN TEACHING AND LEARNING: OPPORTUNITIES AND CHALLENGES

View research history
YearShare index
202245.2
202369.2
2024100.6
2025181.4
Technology Integration Equity ConcernsCautions · 02

Technology Integration Equity Concerns

37 papers

26.8% of this theme group

Studies warn of uneven access and teacher readiness affecting the impact of educational technology.

Technology integration (10) · Information and Communications Technology (7) · Educational technology (15) · Information technology (5)

Closing the divide: Exploring higher education teachers’ perspectives on educational technology

Impact of various Educational Technology on Students

View research history
YearShare index
2022366.5
2023353.4
2024332.4
2025399.1
Learning Analytics Cognitive LimitsCautions · 03

Learning Analytics Cognitive Limits

30 papers

21.7% of this theme group

Researchers highlight potential misinterpretations of student cognition when relying heavily on analytics.

Learning analytics (7) · Cognition (4) · Higher education (9) · Transformative learning (8)

Adaptive Learning Systems: Harnessing AI to Personalize Educational Outcomes

AI-Driven Personalized Learning: Enhancing Student Engagement and Academic Performance

View research history
YearShare index
20222881.3
20232874.0
20242844.6
20253085.8
Social Media Mental‑Health ImplicationsCautions · 04

Social Media Mental‑Health Implications

29 papers

21.0% of this theme group

Papers raise concerns about psychological effects of digital collaboration and technology use among learners.

Social media (4) · Mental health (3) · Perception (4) · Psychological intervention (3)

A Global Classroom? Evaluating the Effectiveness of Global Virtual Collaboration as a Teaching Tool in Management Education

Acceptance and Use of Digital Technology by Teachers for Improving Learning Outcomes: A Study on Secondary Schools in Bihar, India

View research history
YearShare index
20222403.0
20232356.4
20242209.6
20252384.9

Opportunities

1,296 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

AI‑Enabled Transformative LearningOpportunities · 01

AI‑Enabled Transformative Learning

223 papers

17.2% of this theme group

Opportunities focus on leveraging artificial intelligence to redesign teaching methods and boost learner engagement.

Transformative learning (42) · Applications of artificial intelligence (19) · Educational technology (43) · Generative grammar (19)

AI in Education and Enhances Learning

Empowering Tomorrow’s Educators: Utilization of AI to Enhance Teaching Effectiveness through Learner Engagement in Formal Learning

View research history
YearShare index
2022198.4
2023208.1
2024231.0
2025327.8
Reinforcement Learning for Adaptive SystemsOpportunities · 02

Reinforcement Learning for Adaptive Systems

201 papers

15.5% of this theme group

Research explores robust reinforcement‑learning techniques to create scalable, self‑optimizing educational platforms.

Reinforcement learning (61) · Robustness (20) · Intrusion detection system (17) · Scalability (35)

Development of Intelligent, Adaptive, and Dynamic Systems Via the Investigation of Novel Machine Learning Algorithms

Reinforcement Learning for Adaptive AI Systems

View research history
YearShare index
202235.3
202337.8
202425.8
202541.7
Cognitive and Metacognitive AnalyticsOpportunities · 03

Cognitive and Metacognitive Analytics

194 papers

15.0% of this theme group

Studies propose predictive models that enhance student engagement and support metacognitive skill development.

Cognition (21) · Student engagement (18) · Metacognition (10) · Upload (9)

Enhancing Student Achievement through Active Learning and Predictive Modelling using Machine Learning Algorithms

Student Academic Performance Prediction using Ensemble Learning Models

View research history
YearShare index
20221962.7
20231941.0
20241896.0
20252149.8
Technology‑Driven Pedagogical InnovationOpportunities · 04

Technology‑Driven Pedagogical Innovation

192 papers

14.8% of this theme group

Works highlight how digital transformation can reshape higher‑education teaching practices and improve performance.

Information and Communications Technology (24) · Technology integration (30) · Educational technology (60) · Digital transformation (18)

Revolutionizing pedagogy: navigating the integration of technology in higher education for teacher learning and performance enhancement

Tech-Driven Transformation in Teacher Education: Issues, Innovations, and Implications

View research history
YearShare index
2022366.5
2023353.4
2024332.4
2025399.1
Immersive Blended Learning ExperiencesOpportunities · 05

Immersive Blended Learning Experiences

189 papers

14.6% of this theme group

Papers showcase virtual and augmented reality applications that enrich blended and flipped classroom environments.

Blended learning (60) · Virtual reality (31) · Experiential learning (41) · Flipped classroom (21)

Augmented Reality:Transforming Learning Landscapes in Education

THE ENRICHED VIRTUAL MODEL: REVOLUTIONISING BLENDED LEARNING FOR PERSONALISED, FLEXIBLE EDUCATION

View research history
YearShare index
2022239.0
2023236.7
2024217.5
2025287.7
Personalized Adaptive Learning SystemsOpportunities · 06

Personalized Adaptive Learning Systems

179 papers

13.8% of this theme group

Research emphasizes generative models that tailor content to individual learner needs for deeper engagement.

Personalized learning (104) · Adaptive learning (66) · Personalization (38) · Generative grammar (17)

AI-Augmented Adaptive Learning Systems in Education for Enhancing Student Engagement Through Personalized Content Recommendation

Adaptive Learning Systems Powered by Generative AI and Large Language Models: A Comprehensive Review of Personalized Education

View research history
YearShare index
202222.3
202327.4
202434.4
202558.3
Predictive Educational Data AnalyticsOpportunities · 07

Predictive Educational Data Analytics

118 papers

9.1% of this theme group

Studies demonstrate how advanced analytics can forecast outcomes and inform targeted instructional interventions.

Analytics (97) · Learning analytics (87) · Predictive analytics (31) · Data analysis (15)

Comparative Analysis of Machine Learning Models in Predicting Academic Outcomes: Insights and Implications for Educational Data Analytics

Data Analytics in Education: Enhancing Student Learning Outcomes

View research history
YearShare index
202236.9
202339.4
202433.0
202545.0

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising45.8%36.9%
Breakthrough18.0%27.0%
Problem-identifying15.5%9.7%
Descriptive9.7%17.0%
Cautionary8.0%4.7%
Comparative2.6%3.8%
Critical0.4%1.0%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillancePrivacy Protection in Learning Management Systems' Mobile Technology-Based Learning Analytics80.41%3 (37.5%)0.24%
Safety & misuseDeepfake Technology Development and How It Affects Higher Education30.15%3 (100.0%)0.1%
Concentration of compute powerStudent-Centric Ed-Commerce Platforms: A Case Study on NoteFolio for Democratizing Academic Content Access10.05%0 (0.0%)0.02%
Energy & datacenter footprint00.0%0 (%)0.01%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.0%
Labour & data work00.0%0 (%)0.01%
Bias & fairness00.0%0 (%)0.05%

Research orientation and citation rankings describe the covered collection. Its recorded publication dates do not support an overall publication-volume trend.

Institution and researcher rankings use citations to their covered work. Research scope: India. This may be broader than the company geography.

UNDERSTAND THE LANDSCAPE

Edtech in Noida: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

KEEP EXPLORING

Put Noida in context

All landscapes ↗

Company ecosystem snapshot: 2 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
Coming soon