SYSTEM all green source edureka.co queue 4,192 pages p99 latency 185ms dataflirt.com · scraper/edureka-co
RUN · 18 active pipelines · edureka.co live

Edureka data,
at warehouse scale.

We extract complete course metadata, syllabus structures, batch schedules, pricing tiers, and learner reviews from Edureka. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake.

Courses tracked
1,420 /run
Syllabus modules
14.5K /run
Batch schedules
3.2K /24h
Review records
85.4K /run
Uptime
99.98%
Data Dictionary

Every field we extract from edureka.co

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Course Details objects from edureka.co. All fields typed and schema-versioned.

course_idtitlecategorysub_categoryduration_weekslevelratingtotal_learnersdescriptionprerequisitescertification_namepage_url
course_details
● 200 OK
"course_id": "devops-certification-training",
"title": "DevOps Certification Training Course",
"category": "Cloud Computing",
"duration_weeks": 6,
"rating": 4.6,
"total_learners": 145020,
"certification_name": "Edureka DevOps Certified Professional",
"level": "Intermediate"
# course_idtitlecategorysub_categoryduration_weekslevel
1
2
3

Complete list of extractable fields for Pricing & Batches objects from edureka.co. All fields typed and schema-versioned.

course_idbase_pricediscount_pctfinal_pricecurrencybatch_idbatch_start_datebatch_typeseats_lefttimezonescraped_at
pricing_& batches
● 200 OK
"course_id": "devops-certification-training",
"base_price": 22995.0,
"discount_pct": 20,
"final_price": 18396.0,
"currency": "INR",
"batch_start_date": "2026-06-12T08:00:00Z",
"batch_type": "Weekend",
"seats_left": 4
# course_idbase_pricediscount_pctfinal_pricecurrencybatch_id
1
2
3

Complete list of extractable fields for Syllabus & Modules objects from edureka.co. All fields typed and schema-versioned.

course_idmodule_numbermodule_titlemodule_topicshands_on_projectsduration_hoursskill_tagstools_covered
syllabus_& modules
● 200 OK
"course_id": "devops-certification-training",
"module_number": 2,
"module_title": "Version Control with Git",
"module_topics": "['Git Lifecycle', 'Branching', 'Merging', 'Rebasing']",
"hands_on_projects": "['Create a local repository', 'Resolve merge conflicts']",
"duration_hours": 4,
"tools_covered": "['Git', 'GitHub']"
# course_idmodule_numbermodule_titlemodule_topicshands_on_projectsduration_hours
1
2
3

Complete list of extractable fields for Reviews & Alumni objects from edureka.co. All fields typed and schema-versioned.

review_idcourse_idreviewer_nameratingreview_datereview_textreviewer_companyreviewer_roleverified_learner
reviews_& alumni
● 200 OK
"review_id": "REV-89214",
"course_id": "devops-certification-training",
"reviewer_name": "Rahul Sharma",
"rating": 5,
"review_date": "2026-03-15",
"review_text": "Excellent practical sessions on Docker and Kubernetes.",
"reviewer_company": "TCS",
"reviewer_role": "System Administrator"
# review_idcourse_idreviewer_nameratingreview_datereview_text
1
2
3

Complete list of extractable fields for Master Programs objects from edureka.co. All fields typed and schema-versioned.

program_idtitleincluded_coursestotal_duration_monthscapstone_projectsbase_pricefinal_pricecurrencycareer_services_included
master_programs
● 200 OK
"program_id": "cloud-architect-masters-program",
"title": "Cloud Architect Masters Program",
"included_courses": "['AWS Solutions Architect', 'Azure Administrator', 'GCP Architect']",
"total_duration_months": 11,
"base_price": 85000.0,
"final_price": 68000.0,
"currency": "INR",
"career_services_included": true
# program_idtitleincluded_coursestotal_duration_monthscapstone_projectsbase_price
1
2
3

Capabilities

Complete Edureka curriculum data, structured and ready

Our Edureka scraper handles single courses, Master programs, and corporate training pages, extracting deep syllabus structures, dynamic batch pricing, and verified reviews.

Course Catalogue Extraction

Title, category, duration, prerequisites, and learner counts across the entire Edureka domain.

Deep Syllabus Parsing

Module by module breakdown including topics, hands-on projects, and specific tools covered in each section.

Dynamic Pricing Tracking

Capture base price, active discount percentages, final price, and currency variations by geographical region.

Batch Schedule Monitoring

Extract upcoming weekend and weekday cohorts, start dates, timings, timezones, and remaining seat counts.

Alumni Review Mining

Full review text, ratings, date, reviewer role, and current company for verified learners.

Master Program Aggregation

Map individual certification courses to parent Master programs, including capstone project details.

Certification Metadata

Extract exam prerequisites, credential details, and industry alignment for each certification path.

Geo-Targeted Extraction

Route requests through regional proxies to capture localized pricing for IN, US, UK, and other markets.

Change Detection

Monitor syllabus updates, new course launches, and pricing adjustments with automated diffing.

// engagement pipeline

From course list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide target categories, specific course URLs, or request a full site crawl. We design the schema.

Pipeline Build
d 2–4

We configure crawlers to handle Edureka's dynamic batch loading and regional pricing models.

Validation & QA
d 4–6

Schema validation, null-rate checks, and syllabus structure verification before full launch.

Delivery
ongoing

JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our Edureka pipeline handles the hard parts

Edureka's dynamic batch loading and geographical pricing require specific handling. Here is how we maintain data integrity.

pipeline-monitor · edureka.co · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Geo-targeted pricing
IP routing for regional pricing

Edureka displays different pricing tiers and currencies based on the visitor's location. We route requests through specific regional residential proxies to accurately map pricing across target markets.

Dynamic batch rendering
Playwright for JS schedule loading

Batch dates and seat availability are loaded dynamically via JavaScript. We use Playwright to execute these scripts, ensuring we capture real-time cohort schedules rather than static HTML placeholders.

Nested syllabus structures
Recursive extraction for complex modules

Course syllabi contain multiple nested layers: modules, topics, sub-topics, and practical assignments. Our selectors recursively traverse these DOM nodes to output a clean, hierarchical JSON array.

Change detection
Only update when syllabus or price changes

We maintain a hash index of last-seen values per course. Subsequent runs only push diffs, alerting you immediately to curriculum updates or promotional pricing events.

Monitoring & alerting
Detecting page structure changes

EdTech platforms frequently test new landing page layouts. We monitor field null-rates in real time, pausing and alerting our engineers if a DOM change impacts data completeness.

Applications

Who uses Edureka data — and how

Teams across industries use edureka.co data to build competitive products and smarter operations.

01
Competitor Analysis

EdTech platforms monitor Edureka's course catalogue, syllabus depth, and pricing to benchmark their own offerings.

02
Pricing Strategy

Track discount frequencies, regional pricing variations, and bundle offers to optimise promotional calendars.

03
Corporate Training Procurement

Enterprise L&D teams aggregate syllabus data to evaluate course relevance against internal skill matrices.

04
Market Research

Analysts track new course launches and learner enrolment counts to identify trending technologies and skill demands.

05
Skill Gap Analysis

HR tech platforms map Edureka module topics to job descriptions to build automated skill-matching algorithms.

06
Curriculum Development

Instructional designers analyse module structures and hands-on project descriptions to inform their own content creation.

Why DataFlirt

"Edureka maps the exact skills enterprise tech teams are demanding right now — but extracting that syllabus data requires a dedicated pipeline."

Most teams underestimate the investment required: reliable Edureka scraping requires handling dynamic batch schedules, regional pricing variants, and deeply nested syllabus structures. DataFlirt absorbs that complexity so your engineers can focus on the analysis — not the infrastructure.

Technical Spec

Edureka scraper — technical capabilities

Everything supported by our edureka.co scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for dynamic batch schedules and pricing widgets
Supported
Geo-pricing extraction
Capture pricing in INR, USD, GBP by routing through regional proxies
Supported
Syllabus nesting
Hierarchical extraction of modules, topics, and practical projects
Supported
Review pagination
Extract complete historical alumni reviews, not just the featured ones
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
Webhook delivery
HTTP POST per record for real-time pricing alerts
Supported
Learner progress data
Internal LMS progress, quiz scores, and assignment submissions
Partial
Live class video recordings
Recorded sessions and proprietary video content behind the student login wall
Partial
Infrastructure

Infrastructure powering the Edureka pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and retry logic. Playwright handles JavaScript rendering for dynamic batch dates and pricing components.

Residential Proxy Infrastructure

We maintain proxy pools across target regions to accurately capture geo-specific pricing and avoid rate limits.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state is stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested array structures
CSV
Flat file with typed columns for tabular analysis
XLS
Excel format for non-technical stakeholders
Parquet
Columnar format optimized for analytics workloads
AWS S3
Direct delivery to your designated bucket
Webhook
HTTP POST payloads triggered on data change
API
REST endpoints to query your extracted datasets
PostgreSQL
Direct database insertion with upsert logic
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About edureka.co scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Edureka legal?

Scraping publicly available information, such as course syllabi and public pricing, is generally permissible. DataFlirt targets only public, non-authenticated data. We do not extract personal user data or circumvent student login walls. Clients must review Edureka's Terms of Service and consult legal counsel for their specific use cases.

Can you track pricing changes across different countries?

Yes. We configure pipelines to route requests through specific country proxies (e.g., India, US, UK) to capture localized pricing, currency, and regional discount campaigns.

How deep does the syllabus extraction go?

We extract the full hierarchy: module names, sub-topics, hands-on project descriptions, and listed tools/technologies for every section of the course.

Do you extract data from Edureka Master Programs?

Yes. We map the parent Master Program to its constituent individual certification courses, including total duration, combined pricing, and capstone project details.

How frequently can you update batch schedules?

Batch schedules can be monitored daily or hourly depending on your requirements. Our change-detection system will flag when new cohorts are added or seats fill up.

Can I get a sample of Edureka course data?

Yes. We provide a sample extraction of up to 50 courses during the scoping phase so you can validate the schema and syllabus depth before committing.

$ dataflirt scope --new-project --source=edureka.co ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off curriculum dump or a continuous price-monitoring feed across their catalogue, we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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