list of cloud projects, machine learning projects, Python with Django projects, and web development projects for your MCA:
Cloud Computing Projects
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Cloud-based File Storage System
- Create a web app for users to upload, store, and manage files securely on the cloud.
- Tech Stack: AWS S3/Google Drive API, Flask/Django.
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Serverless Chat Application
- Build a real-time chat app using cloud functions (e.g., AWS Lambda, Firebase Functions).
- Features: User authentication, message history stored in a NoSQL database.
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Online Code Editor
- Develop an IDE that compiles and runs code in the cloud.
- Tech Stack: Cloud Run (Google), Docker, Django.
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Multi-user Blog Hosting Platform
- A scalable blogging platform using cloud services with load balancing and CDN.
- Tech Stack: Firebase, Django REST Framework.
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IoT Home Automation with Cloud
- Control devices like lights and fans remotely using a cloud-based dashboard.
- Tech Stack: MQTT, AWS IoT Core, Django for the web interface.
Machine Learning Projects
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Fraud Detection System
- Build a system to detect fraudulent transactions using supervised learning algorithms.
- Tech Stack: Python (Scikit-learn), Django (for visualization).
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Movie Recommendation System
- Develop a system recommending movies based on user preferences.
- Tech Stack: Python (Pandas, NumPy), Django for frontend integration.
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House Price Prediction
- Predict house prices based on parameters like location, area, and amenities.
- Tech Stack: Python (Regression models), Django (Frontend).
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Chatbot Using NLP
- Create a chatbot for FAQs using NLP techniques.
- Tech Stack: Python (NLTK/Spacy), Django.
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Sentiment Analysis of Product Reviews
- Analyze the sentiment (positive, negative, neutral) in customer reviews.
- Tech Stack: Python (TextBlob), Django for interactive results display.
Python with Django Projects
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Online Learning Platform
- Build a course-selling platform with video hosting and payment integration.
- Features: Instructor dashboard, student progress tracking.
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E-commerce Website
- Develop a fully functional e-commerce website with user authentication, cart, and checkout.
- Features: Payment gateway integration, product search.
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Hospital Management System
- Create a system to manage patient records, appointments, and staff schedules.
- Features: Role-based authentication (Admin, Doctor, Patient).
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Online Examination System
- A system for conducting exams with auto-grading and results.
- Features: Timer, random question generation.
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Food Delivery System
- Build a platform similar to Swiggy/Zomato for ordering food.
- Features: Restaurant and delivery partner dashboards.
Web Development Projects
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Personal Portfolio Website
- Create a responsive portfolio showcasing projects, skills, and resume downloads.
- Features: Contact form, animations.
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Job Portal for Developers
- Develop a platform for job postings and resume submissions.
- Features: Search and filter functionality, admin dashboard.
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Event Management System
- A system for organizing events with ticket booking and attendee management.
- Features: Email notifications, payment integration.
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Social Media Platform
- Build a platform for users to share posts, like, and comment.
- Features: Real-time updates using WebSocket.
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Online Voting System
- Implement a secure platform for conducting elections.
- Features: User authentication, vote encryption, real-time results.
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