Prediction of Student Performance Using Machine Learning Techniques
Abstract & Details
Research Area
Computer Science and Engineering
Keywords
Student success
Prediction
Machine learning
Supervised learning
Reinforcement learning
Abstract
To comprehend the student succession rate student performance prediction becomes most essential. Education is the Power and by predicting performance in education by selecting appropriate parameters, we would be capable to work on the faintness of student at right time by using precise pedagogies and methodologies. To predict student performance various machine learning technology has been developed such as supervised, unsupervised and reinforcement learning. Machine learning allows us to learn and make precise prediction using past observations. In this paper, we present literature survey about the student success prediction using machine-learning techniques together with the advantages and disadvantages of various machine learning approach.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Mahesh Panjwani | SSSUTMS, Sehore, (M.P.), India |
| 2 | Dr. Neeraj Sharma | SSSUTMS, Sehore, (M.P.), India |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Panjwani, Mahesh & Sharma, Dr. Neeraj (2021). Prediction of Student Performance Using Machine Learning Techniques. International Journal of Advance Research and Innovative Ideas In Education, 7(2), 1726-1733.
MLA Style
Panjwani, Mahesh, and Dr. Neeraj Sharma. "Prediction of Student Performance Using Machine Learning Techniques." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 2, 2021, pp. 1726-1733.
IEEE Style
Mahesh Panjwani and Dr. Neeraj Sharma, "Prediction of Student Performance Using Machine Learning Techniques," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 2, pp. 1726-1733, 2021.
Vancouver Style
Panjwani Mahesh, Sharma Dr. Neeraj. Prediction of Student Performance Using Machine Learning Techniques. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(2):1726-1733.
Harvard Style
Panjwani, Mahesh & Sharma, Dr. Neeraj (2021) 'Prediction of Student Performance Using Machine Learning Techniques', International Journal of Advance Research and Innovative Ideas In Education, 7(2), pp. 1726-1733.
Chicago Style
Panjwani, Mahesh and Dr. Neeraj Sharma. "Prediction of Student Performance Using Machine Learning Techniques." International Journal of Advance Research and Innovative Ideas In Education 7, no. 2 (2021): 1726-1733.
Turabian Style
Panjwani, Mahesh and Dr. Neeraj Sharma. "Prediction of Student Performance Using Machine Learning Techniques." International Journal of Advance Research and Innovative Ideas In Education 7, no. 2 (2021): 1726-1733.
Related Research
CYBERSECURITY WITH AI
PDF Unavailable
DESIGN AND IMPLEMENTATION OF A SECURE IMAGE STEGANOGRAPHY SYSTEM USING LSB AND CRYPTOGRAPHY
PDF Unavailable
A NOVEL HYBRID IMAGE STEGANOGRAPHY TECHNIQUE BASED ON LSB AND CRYPTOGRAPHIC SECURITY
PDF Unavailable
BioPrint AI: An Intelligent Deep Learning and Computer Vision Based Blood Group Identification System Using Fingerprint Patterns
PDF Unavailable
AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs
PDF Unavailable
LiverCare AI: Intelligent Medical Imaging Platform for Liver Tumor Detection and Clinical Guidance
PDF Unavailable