Developing an E Learning application based on ML
Nowadays students are very fond of online studying, and our app provides them the opportunity to get benefits for their issues. Our applications make it easier for the student to solve the queries through mobile applications. It is also said that in the traditional method of classroom study the teac
2025-06-28 16:26:38 - Adil Khan
Developing an E Learning application based on ML
Project Area of Specialization Computer ScienceProject SummaryNowadays students are very fond of online studying, and our app provides them the opportunity to get benefits for their issues. Our applications make it easier for the student to solve the queries through mobile applications. It is also said that in the traditional method of classroom study the teacher cannot pay equal attention to every student. But now from our app, the teacher can reach all of them. Our app will ease up his student problems and facilitate learning in a better way.
To improve productivity, our app is interactive and useful to attract students for studies. Our app will provide solutions to any kind of problem faced by the student about a particular subject.
With our app students can access any kind of information even if it is out of their syllabus. Apart from the school, college, university education the student can search for any kind of information they are interested in but from the list of subjects specified in our app. In short, it is the most synchronized way of learning and it is also available for everyone, either rich or poor.
Most students feel difficulty in communicating verbally and being in front of the classroom but in online query discussions and getting the solution online they do not have to worry about their body language.
The Scope of this app is the educational sector of Pakistan that aims to help students in their academic subjects starting with primary grades to higher levels. Due to increased use of the internet and smartphones alike, the social structure is shifting towards a more smart way of life and this innovation in lifestyle has caused entrepreneurial minds to think out of the box and bring forth ideas that can disrupt the world through technology and creativity.
Our target market consists of students ranging from primary to higher classes in Pakistani schools, colleges, and universities who take up private tuition and spend plenty of money. This platform can prove beneficial for students of all ages (from primary to higher level), where they can ask a query from a relevant teacher and get help for their problems and queries. There is also a recommendation system in this platform for the ease of students to select a relevant teacher. They rate teacher according to response.
Similarly, we were greatly motivated by the direct need for a technological solution when it came to education sector where millions of students and parents are plagued with the problem of expensive and draining tuition centers around us.
All the students and teachers will have access to subjects at their homes.Teachers will use the technology effectively to help students to achieve high academic standards. To create a database for easy retrieval, storage and maintenance of student and teacher’s records as well as sharing of data between users. Research and evaluation will improve the next generation of technology applications for teaching and learning. All the students will have technology and information literacy skills.
Purpose of our project is to save the quality time of students. They can ask queries at their home instead to go out and waste their time. Along with this, they can contact teachers individually and ask queries without any hesitation. Student in the class may do not attend the lecture keenly if he/she is having some problem or may be if he is having some issues with the teacher in that case he will have a lot of queries in his mind which he can solve with the help of our app, by consulting with the choice of his own teacher.
Another main purpose of our app is to give recommendations to the students about the specific teacher so that his / her time is saved.
Students can use this application for different purposes and for some functions, registration is must done. Admin will control all the registration process. We will add data manually in the database. Students can use this app in order to find a solution to his/her query. Before searching a relevant field, a student must have to login. Admin is responsible for controlling all the registration process. He will provide unique id and password to the student. Data is manually added to the database system. There is also a recommendation system that will provide a recommended teacher or subject to students. This recommendation will be helpful for the students that they can save the time of searching a relevant teacher for their query.
The objective to design TSCA for student use is to ease the students that face difficulty in finding his/her answers regarding to a specific subject and waste alot of his/her learning-time in finding the answers of their problems or queries, also to ease the students to go for online learning rather to go for physical classes that also benefits the students to not to pay large amount of fee, Hence, reduces the cost of learning for students.
The following factors are considered in designing the proposed solution:
Money/fee-cost saving, time-saving, eliminates mental fatigue, ease and reliability.
The critical consideration is on the Money/fee-cost saving as costs generally determine the feasibility and viability of a project. Considering the cost factor, the deigned application is cost free and the student is not supposed to install any fee in order to get the solution. Time saving is also an important factor, Students wastes their quality time in finding the answers of their questions. Since there is a need to minimize their loss and to maximize the efficiency. Another important object is to reduce and try to eliminate the mental fatigue and mental stress of students that may increases when they have the ambiguity in finding their appropriate solutions. Ease of student is also one of the priority of the system, the students were not supposed to take physical classes as some also face difficulty to travel and many other reasons rather were supposed to take help online. The system must operate with optimized consistency. Lastly, the possibility for implementing the system at a larger scale should be investigated.
The project is based on an android application named Teacher Student Communication Application, in which a student can ask a query according to specific subjects and then the teacher gives a response to that query. Then lastly, the student will rate the teacher according to his/her response and performance.
Following are some of the advantages, benefits of the application:
Cost Effective
Consistent
Ubiquity
Easy updating
Saves quality time
Better Access
Increased Communication
Increases Experience
All the students and teachers will have access to subjects at their homes.
Teachers will use the technology effectively to help students to achieve high academic standards.
To create a database for easy retrieval, storage and maintenance of student and teacher’s records as well as sharing of data between users.
Research and evaluation will improve the next generation of technology applications for teaching and learning.
All the students will have technology and information literacy skills.
Forget about attending classes for hours, sitting in an uncomfortable chair, and suffering from back pain by the end of the day. You will not be bound to physical class session when you opt for online education. All lectures and needed materials are provided via online platforms, so you’ll easily access them from the comfort of your home.
The biggest benefit of e-learning opportunities is that teachers are able to focus their energies on pedagogical functionality. The ability of teachers to automate marking, digitally issue tests, and track student progress with reporting tools and analytics makes the education landscape a more accommodating and innovative industry that puts students first.
Online learning isn’t just capable of empowering students to progress beyond the course expectations, it also encourages them to explore and learn ahead of the curriculum in a way that makes learning functional, relevant to today’s growing inclusion of technology, and fun. Faculty opined that online learning helped ensure remote learning, it was manageable, and students could conveniently access teachers and teaching materials. It also reduced use of traveling resources and other expenses. It eased administrative tasks such as recording of lectures and marking attendance. Both the students and teachers had opinion that online learning modalities had encouraged student-centeredness during this lockdown situation. The student had become self-directed learners and they learnt asynchronously at any time in day.
Our app will mainly be used by distance education programs offered by institutes, to enable the students to get the academic facilities from any mobile connected to the internet. Our application is used by students and teachers. Our app will provide all details about studies related problems.Here students can search out his/her query related to a specific subject and is entertained timely by a related subject teacher. We are supposed to propose a system where student ease, affordability, time, and mental capability secures much priority. This platform considers the ease of students that face difficulty in finding his/her answers regarding a specific subject and waste a lot of his/her learning-time in finding the answers to their problems or queries, also to ease the students to go for online learning rather go for physical classes that also benefits the students to not to pay a large amount of fee.
In the future, we will conduct classes with complete courses. Furthermore, more enhancements in different modules such as video conferencing can also be designed and been integrated into it.
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 70000 | |||
| Android Phone | Equipment | 1 | 35000 | 35000 |
| Laptop | Equipment | 1 | 35000 | 35000 |