ABSTRACT :

 Student by himself is not mature enough to take right decision in his early life. Selecting wrong courses means mismatch between student aptitude, capability and self interest. Faculty or parents have neither the required knowledge nor experience. Since there is no other reliable source generally available that can guide the student towards the most suitable direction, so this recommender system has been evolved to provide him guidance in selecting a right engineering branch. This system recommend them suitable branch based on their score. In this system, K nearest neighbours is used to recommend branch and collaborative filtering is used to recommend colleges.

EXISTING SYSTEM :

Now a day’s on the internet there are lot of information available, so user get confuse which information he has choose or which information is proper. Due to improper information about any college, student and parent get confuse about admission. Due to improper knowledge student do not get desired branch of the college. With the rapid growth of various application on the internet recommendation systems become fundamental for helping users alleviate the problem of information overload. Since there is no other reliable source generally available that can guide the student to enter into proper educational field , Student counselling must include opinion on career guidance, handling inter-personnel relation, qualities of learning strategies and also the attitude and aptitude. Normally this activity is provided by counsellors or advisors who have lots of experience in the organization. But with growing number of students and number of choices, and the amount of work on these advisors who are not able to handle the situation, the faculty of education institutions at higher secondary level does not have time to counsel their students due to workload. Hence it is desirable to have some form of intelligent recommendation tools that needed to be developed to help them in the process of admissions. This problem determined the inspiration for this research and for developing the recommender system to help students and staff.

PROPOSED SYSTEM :

The proposed system aims to develop a software for HSC passed students to recommend branch and college to them.. This project will help the high school students to get the list of branches as well as colleges based on their scores.

SYSTEM REQUIREMENTS
SOFTWARE REQUIREMENTS:
• Programming Language : Python
• Font End Technologies : TKInter/Web(HTML,CSS,JS)
• IDE : Jupyter/Spyder/VS Code
• Operating System : Windows 08/10

HARDWARE REQUIREMENTS:

 Processor : Core I3
 RAM Capacity : 2 GB
 Hard Disk : 250 GB
 Monitor : 15″ Color
 Mouse : 2 or 3 Button Mouse
 Key Board : Windows 08/10