- E-LEARNING PROJECTS
- Reviews
Auto-Scalable Video Lecture Platform (AWS/Azure)
Objective:
To build a cloud-based e-learning platform that hosts video lectures with automatic scalability, ensuring smooth streaming for a large number of concurrent users without downtime, leveraging cloud infrastructure like AWS or Azure.
Why Choose This Project:
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Supports online learning with large-scale access to video lectures.
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Automatically handles traffic spikes with cloud auto-scaling.
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Reduces server management overhead and improves performance.
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Integrates cloud computing, video streaming, and scalable architecture, which is essential for modern e-learning platforms.
Key Features:
| Feature | Description |
|---|---|
| Video Upload & Encoding | Educators can upload lectures; videos are transcoded to multiple resolutions for adaptive streaming. |
| Auto-Scaling | Platform automatically scales resources based on user traffic using cloud services. |
| Content Delivery Network (CDN) | Distributes video content globally for faster streaming. |
| User Authentication & Role Management | Secure login for students, teachers, and admins with role-based access. |
| Search & Categorization | Search lectures by topic, course, or instructor. |
| Analytics & Reporting | Track user engagement, watch time, and popular lectures. |
| Cloud Storage & Backup | Store video lectures in cloud storage with automated backup. |
| Optional Features | Live lectures, subtitles, and interactive quizzes. |
Technology Stack:
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Frontend: HTML, CSS, JavaScript, React.js / Angular.
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Backend: Node.js (Express) / Python (Django / Flask).
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Database: MySQL / PostgreSQL / MongoDB.
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Cloud Platform: AWS (S3, CloudFront, EC2, Lambda, Auto Scaling) or Azure (Blob Storage, CDN, App Services, VM Scale Sets).
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Video Processing: FFmpeg for encoding & transcoding.
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Authentication: JWT / OAuth 2.0.
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Optional Analytics: Google Analytics or cloud-native monitoring tools (AWS CloudWatch / Azure Monitor).
Working Flow:
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User Registration & Authentication
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Users sign up or log in securely using email/password or social login.
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Video Upload & Processing
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Teachers upload lecture videos.
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Backend encodes videos into multiple resolutions for adaptive streaming.
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Cloud Storage & CDN Delivery
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Videos are stored in cloud storage (S3/Blob Storage).
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CDN ensures low-latency delivery to users worldwide.
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Auto-Scaling
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Based on concurrent user traffic, cloud resources (compute & storage) scale automatically.
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Lecture Streaming & Access
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Students stream video lectures seamlessly on-demand.
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Analytics & Reporting
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Track user activity, watch time, and engagement metrics.
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Main Modules:
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User Management Module (students, teachers, admin)
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Video Upload & Encoding Module
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Cloud Storage & CDN Module
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Auto-Scaling Module (cloud-native)
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Streaming & Playback Module
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Analytics & Reporting Module
Security Features:
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Role-based access control.
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Encrypted storage and secure video URLs.
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Authentication and authorization for users.
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Protection against DDoS and high traffic attacks using cloud-native services.