Predictor.io is a tool which helps student analyze the GPA using Machine Learning techniques. Our mission with the Predictor feature is to provide students with accurate and insightful predictions about their academic performance. We understand that anticipating future outcomes can help in better planning and preparation, and we strive to offer personalized support to help you achieve your academic goals.
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7 | ## Description
8 | CalGPA is a web app designed to help uni students analyze and check their semester performance. It allows students to track their academic progress in real-time and provides various tools to maintain a good academic record. App can be downloaded for offline access and better usability.
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10 | With **CalGPA**, students can:
11 | - Calculate their estimated SGPA based on Internal marks.
12 | - Set academic goals based on their estimated GPA.
13 | - Analyze the use of a subject in their career.
14 | - Plan for going home without fear of attendance issues.
15 | - Check Project: [Here](https://alurubalakarthikeya.github.io/CalGPA/)📍
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17 | ##
Problem Statement:
18 | University students often struggle to track their academic progress, set realistic goals, and manage their attendance effectively. The lack of proper tools to estimate grades, analyze subject importance, and plan vacations without affecting attendance makes academic planning challenging.
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20 | ##
Solution:
21 | CalGPA is a web-based application designed to help students monitor and improve their academic performance. It provides tools for GPA estimation, subject analysis, and attendance tracking, enabling students to make informed decisions. With features like real-time outputs, a Progressive Web App (PWA) interface, CalGPA ensures students can optimize their study plans and academic goals effortlessly.
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26 | ## Features
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28 | ### Academic Tools
29 | - 🧮 GPA Calculator (Estimator.io)
30 | - 📚 Subject Analyzer (Guider.io)
31 | - 🪂 Attendance & Vacation Planner (Attender.io)
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33 | ### App Features
34 | - Progressive Web App (PWA)
35 | - Dark/Light Mode
36 | - Real-Time Outputs
37 | - Unique User Interface
38 | - Responsive on Mobile and Desktop
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40 | ### Upcoming Features
41 | - **ML based Predictions (Predictor.io):** Predictions made based on previous years results and your current progress in internals.
42 | - **Streak based Task Manager (Todo.io):** Streaks stimulate interest to complete tasks which is required to complete things way earlier
43 | - **Personalized Roadmaps (Tracker.io):** Tips and Steps to score particular gpa, choose from options and find ways
44 | ---
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46 | ## Tools
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48 | ### 🧮 **GPA Calculator (Estimator.io)**
49 | A tool that helps students to calculate their predicted sgpa based on their internal marks and predicted SEE marks. Which helps in accurate goal setting. Check it here: [ Open](https://alurubalakarthikeya.github.io/CalGPA/pages/tracker.html)📍
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54 | ### 📚 **Subject Analyzer (Guider.io)**
55 | Guides on how to improve in specific subjects, their real-world applications, career opportunities, and study resources to get the opportunities related to the subject.
56 | Check it here: [ Open](https://alurubalakarthikeya.github.io/CalGPA/pages/guider.html)📍
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61 | ### 🪂 **Vacation & Attendance Tracker (Attender.io)**
62 | Helps students plan to go home, without worrying about attendance requirements and provides insights on how to maintain the minimum required attendance.
63 | Check it here: [ Open](https://alurubalakarthikeya.github.io/CalGPA/pages/attendance.html)📍
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Guider.io is an interface which guides you about how to get better in a subject and how the subject is gonna help in the real world scenarios (basically how much does the subject related job pays you and skills required to get the job) There are also few course links provided for each subject why? section, to work on the subject and score better. Kinda reality check lol ;)!!
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( Note: For now the subjects are of 1st & 2nd year only )
69 | Available Subjects: FSD, DLD, DS, C, OOP, LADE, SMC, Chemisty, Physics, English, Electrical, Electronics, Java, EGDT, Biology, CIPE, Mechanical, Mechanics, Environmental Science, TNT, DMGT, OS, CN and few more 3rd year subjects for now
70 | ( Attention: The expected salary depends on knowledge of the individual, so it is said not to take the expected salary seriously!! )
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Note: Enter marks for more information related the particular subject and how it helps you in your daily life
Assessment.io is a tool which focuses on helping students pre-calculate their internal marks split-up (such as Mid-semester, assignments, lab exams and projects ) based on the user input.
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Instructions:
Step-1: Enter number of credited subjects (n) you have Step-2: Then you'll find new n boxes (for n subjects) fill the info Step-3: Enter the subject name, number of credits of the subject, obtained CIA Marks and predicted SEE Marks and based on all these info you will see your grade Step-4: Enter the details for all the credited subjects you have Step-5:After filling all the subjects info press the Submit all button and There you go your estimation is done!
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Tip: Maintaining higher grades in high credit subjects is benificial for both career and maintianing GPA
Note: This tracker is just to bring awareness among students of how they can plan and score better by analyzing with their inputs and grades
Attendance.io is a tool which focuses on making attendance calculations easy for students especially for the once who want to take a long leave to go to their hometown and are worried about the minimum attendance requirement for the mid semester exams, it provides insights like how many more classes the student should attend after the vacation and the posibility of reaching the required percentage.
Note: This tool can be used for overall attendance or even for seperately for each subject
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69 | Instructions:
70 | Step-1: Enter the required percentage which you want to maintain even after the leave.
71 | Step-2: Tick the days which you are planning to take a leave.
72 | Step-3: Enter the number of classes you attended till date.
73 | Step-4: Enter the total number of classes till date.
74 | Step-5: Press the submit button, and you'll find the current percentage. Below that, you'll find the future percentage which is after leave, and below the form, you'll find a box that displays how many more classes you should attend if there's a shortage in your attendance after the leave.
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Choose an Attendance tool to continue:
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84 | Note: Calculator is a basic attendance percentage calculation tool. Suggestor is a tool that calculates and tells how likely you can skip classes for a vacation and still maintain the required percentage.
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Estimator.io is a tool which focuses on bringing awareness in students that even a single mark can change their grade by minus one or even plus one. So by using ths tool, students can now estimate their predicted GPA based on their inputs and then creating goals for the SEE and CIA Marks through the forms below, It gets easy once you know what's actually pulling you back!
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Instructions:
Step 1: Enter the number of credited subjects (n) you are enrolled in. Step 2: Upon submission, n input fields will appear. Fill in the required details for each subject. Step 3: For each subject, provide the subject name, credit value, obtained CIA marks, and predicted SEE marks. Your grade will be calculated based on this information. Step 4: Repeat the process for all credited subjects. Step 5: Once all subject details are entered, click the "Submit All" button to complete your estimation.
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Tip: Maintaining higher grades in high credit subjects is benificial for both career and maintianing GPA
Note: This tracker is just to bring awareness among students of how they can plan and score better by analyzing with their inputs and grades
Guider.io helps you with guidance that gives better understanding over a subject and effort that is required for each subject, to score and understand the core concepts and how subjects progress impacts both in industry knowledge and CGPA with resource links provided
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Estimator
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Estimator.io is a tool that takes input of your current semester marks for all your subjects and predicts your GPA based on the SEE marks you predict and enter for each subject, which makes it easier to students to analyze which subject to focus and how to study and score good
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Attendance
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Attendance.io is a tool which will help you analyze how many classes you need to attend to attain a certain percentage, after taking leave for a long duration, it's annoying to use calculator apps calculating for attendace percentage after everyclass.
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Predictor
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Predictor.io is a ML model based on previous year data, which may vary but still can predict more close to the actual result in most cases, this process is done using neural networks which analyze the data and predict gpa based on hardness levels you chose for each subjects
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There are two types of grading with each of them with their own advantages and disadvantages
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