⚡ From topic to complete course in 60 seconds

See Exactly How NeroLearn Works

A complete step-by-step walkthrough — from entering a topic to mastering every concept.

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The Complete NeroLearn Journey

Enter Topic

↓

AI Generates 5-Module Course

30–120 seconds

↓

Module Loop

Module 1: Watch Video → Take Quiz
Module 2: Watch Video → Take Quiz
Module 3: Watch Video → Take Quiz
Module 4: Watch Video → Take Quiz
Module 5: Watch Video → Take Quiz
↓

Pass Quiz (80%+)?

✅ Yes → Next Module
❌ No → Choose Remedial Format
↓

Remedial Options

🎬 Video Tutorial📄 Text Lesson🖼️ Visual Diagram🧠 Mind Map

Retake Quiz → Pass → Next Module

↓

All 5 Modules Complete

↓

🎉 Course Mastered

Let's walk through each step in detail ↓

Step 1 of 7

Enter Your Topic — Any Topic, Any Language

It starts with a single text input. Type any topic — from “Blockchain Technology” to “Advanced Calculus” to “Spanish Grammar.”

  • Any subject, any complexity level
  • Select from 50+ languages
  • Choose your course mode
  • Generate in 30–120 seconds

Course Modes

AI Video CourseRecommendedAI Instant LessonManual CourseSingle Video Course
Machine Learning
English▾
AI Video Course▾
Generate My Course →
Step 2 of 7

AI Builds Your Complete Course in 60 Seconds

What happens behind the scenes:

1

🧠 Gemini 2.5-Flash generates curriculum

5 module titles and descriptions

2

🔍 YouTube finds best educational videos

4-layer Shorts filter (3+ min videos)

3

📝 Transcript API extracts video content

Used for content-aware quiz generation

4

✅ Quizzes pre-generated and cached

All 5 module quizzes ready instantly

⚡ Your course is ready in 30–120 seconds

Introduction to Machine Learning

1What is Machine Learning?8:45
2Supervised vs Unsupervised12:30
3Neural Networks Basics15:20
4Training Models10:15
5Real-World Applications9:40
Step 3 of 7

Watch Curated Educational Videos

Module 3: Neural Networks

5:23 / 15:20Progress: 53%

Every module has a hand-picked educational video — found and verified by AI.

  • Videos filtered for educational quality
  • Minimum 3 minutes — no YouTube Shorts
  • Progress tracked every 5 seconds
  • Resume from exact position anytime
  • Module marked complete at 90% watched
  • Watch time synced to classroom analytics
Step 4 of 7

Take a Quiz Generated From the Actual Video

After each video, take a 5-question quiz generated directly from what was taught in that specific video — not generic questions.

  • Questions from real video content
  • Instant load — pre-generated on course creation
  • Multiple choice — 4 options per question
  • Pass mark: 80% (4 out of 5 correct)
  • Unlimited retakes allowed
  • Detailed results showing correct/incorrect

Module 3 Quiz — Neural Networks

Question 3 of 5

What does backpropagation do in a neural network?

A. Initializes weights randomly
B. Updates weights using error gradients
C. Removes hidden layers
D. Normalizes input data

Score: 80% ✅ Passed

4/5 correct

Failed concept: Backpropagation

Step 5 of 7

Struggled With a Concept? Get a Personalized Explanation

If you score below 80%, NeroLearn identifies the exact concepts you struggled with and offers 4 different ways to learn them. You choose what works for your learning style.

🎬

Video Tutorial

AI finds a video explaining your weak concept and jumps to the exact timestamp where it is explained

e.g. jumps to 3:45

📄

Text Lesson

Gemini writes a complete lesson with examples, analogies, and an AI infographic

Ready in 5–10s

🖼️

Visual Diagram

AI generates an annotated diagram explaining the concept visually

Ready in 10–15s

🧠

Mind Map

Interactive visual hierarchy of the concept — click to expand nodes and explore subtopics

🎯 Unique to NeroLearn: Concept Timestamp Matching

  1. 1AI searches for a relevant video on your weak concept
  2. 2Scans the full transcript for keyword matches
  3. 3Finds the exact timestamp where the concept is explained
  4. 4Player jumps directly to that moment — no scrubbing needed
Example: Failed "Gradient Descent"? → Video jumps to 5:23 — “Now let us talk about gradient descent...”

No wasted time. Straight to the explanation.

Retake Quiz→Pass→Next Module

Unlimited retakes allowed

Step 6 of 7

Track and Manage Learning (For Educators)

1

Create a classroom with a name and description

2

Invite learners via email — automatic Microsoft Graph API invitations

3

Assign courses to the classroom

4

Track every learner's progress in real-time

Classroom: "CS101 — Fall 2026"
├── Total Learners: 45
├── Active Learners: 38
├── Average Progress: 67%
├── John Doe:
│ ├── Module 1: ✅ Completed (Quiz: 100%)
│ ├── Module 2: ✅ Completed (Quiz: 80%)
│ ├── Module 3: 🔄 In Progress (5:23/10:45)
│ ├── Module 4: ⏸️ Not Started
│ └── Module 5: ⏸️ Not Started
└── Jane Smith:
├── Module 1: ✅ Completed (Quiz: 80%)
├── Module 2: ❌ Failed Quiz
│ Weak concept: "Neural Networks"
└── Module 3: ⏸️ Not Started
📊 Educators can identify struggling learners and intervene early with data-driven insights.
Step 7 of 7

Complete the Course — You Did It! 🎉

🎉

Course Complete!

All 5 modules mastered

Overall Score: 92%

✅Module 1
✅Module 2
✅Module 3
✅Module 4
✅Module 5
Start Next Course →Share Progress

Ready for your next course? NeroLearn can generate another one in 60 seconds.

Two Paths, One Platform

Whether you're learning or teaching — here's your journey at a glance.

🎓 Learner Journey

  1. 1Enter a topic or paste a YouTube link
  2. 2AI generates a 5-module course in 60 seconds
  3. 3Each module has a curated educational video
  4. 4Watch the video at your own pace
  5. 5Take an AI-generated quiz after each module
  6. 6Score 80%+ to pass and move on
  7. 7Score below 80%? Get personalized remediation
  8. 8Choose from 4 learning modes: video, text, diagram, or mind map
  9. 9Retake the quiz — unlimited attempts
  10. 10Complete all 5 modules — course mastered!
Start as Learner →

👩‍🏫 Educator Journey

  1. 1Create a classroom with a name and description
  2. 2Invite learners via email (Microsoft Graph API)
  3. 3Assign AI-generated courses to the classroom
  4. 4Learners receive invitations and join automatically
  5. 5Learners study at their own pace
  6. 6Track real-time progress per learner
  7. 7View quiz scores and completion rates
  8. 8Identify struggling learners with analytics
  9. 9See which concepts learners fail most
  10. 10Intervene early with data-driven insights
  11. 11Export progress reports for review
Start as Educator →

Now You Know How It Works. Ready to Try It?

No credit card. No setup. Ready in 60 seconds.

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