Welcome to my CSC 372: Neural Networks repository, part of the Bachelor of Computer Science program at Tribhuvan University, Institute of Science and Technology (IOST).
Course Code: CSC 372
Course Title: Neural Networks
Institution: Tribhuvan University, IOST
Semester: Fifth Semester, Bachelor's Level
Neural Networks, a core subset of Artificial Intelligence, are powerful computational models inspired by the human brain. They enable machines to learn from data, recognize patterns, and make predictions, forming the backbone of various modern AI applications such as:
- Image and Speech Recognition: Powering technologies like facial recognition and virtual assistants.
- Natural Language Processing (NLP): Understanding and generating human language in chatbots and translation systems.
- Autonomous Systems: Driving decision-making in self-driving cars and robots.
- Healthcare: Assisting in medical diagnosis and personalized treatment plans.
- Many other old and new emerging fields:
Understanding Neural Networks is essential for anyone aspiring to build intelligent systems that can solve complex, real-world problems.
This repository contains my academic journey and learning resources for CSC 372:
- 📄 Digital Handwritten Notes - My comprehensive notes taken during the course.
- 📘 Books & References - Essential textbooks and academic papers for deepening knowledge.
- 📝 Lecture Notes & Resources - Collected materials from lectures and additional readings.
- 📚 Past Questions & Solutions - Solved past exam questions and model answers for practice.
- 📑 Research Papers - Selected papers related to Neural Networks and their applications.
- 📊 Academic Records - A log of my learning progress and achievements throughout the course.
This repository serves as a digital notebook of my academic journey in understanding Neural Networks. It is designed to:
- Document My Learning: Keep track of all the knowledge I acquire in the field of Neural Networks.
- Serve as a Reference: Provide valuable resources for future studies and research projects.
- Help Fellow Students: Share insights, notes, and solutions to assist others taking this course.
- Tribhuvan University IOST Official Website
- Course Syllabus for CSC 372
- B.S.c.CSIT [CSC372 Resources]
Feel free to reach out if you have any questions or suggestions:
- Email: your-email@example.com
- LinkedIn: Your LinkedIn Profile
Note: Till the End of My 6TH Semester (March 2025). This repository is continuously updated with new materials and resources as I progress through the course. Stay tuned!