A Study on Machine Learning and Python’s Framework

Authors

  • Meghna Chandel Department of Computer Science and Engineering, UIT-RGPV, BHOPAL-
  • Sanjay Silakari Department of Computer Science and Engineering, UIT-RGPV, BHOPAL-
  • Rajeev Pandey Department of Computer Science and Engineering, UIT-RGPV, BHOPAL- 460236
  • Smita Sharma Department of Computer Science and Engineering, UIT-RGPV, BHOPAL-

DOI:

https://doi.org/10.26438/ijcse/v10i5.5864

Keywords:

Python, Machine Learning (ML), Machine Learning Algorithms (MLA), Artificial Intelligence (AI), Supervised Learning, Unsupervised Learning, Reinforcement Learning, Framework, Django

Abstract

The present paper is based on Machine Learning Activities using Python programming language. There are various types of Machine Learning Algorithms such as Supervised Learning, Unsupervised Learning and Reinforcement Learning. These already exist in the field of computer programming. Besides these algorithms there is another Deep Learning algorithm which plays a significant role in machine learning devices and is part of Machine Learning methods. The Deep Learning can be used to intelligently analyze the data on a large scale. The paper explores that how Python can be applied in the ML methods? A comprehensive overview on the concerned issues has been illustrated in the study. The present research paper explores the history of machine learning, the methods used in machine learning, its application in different fields of AI. The aim of this study is to transmit the knowledge of machine learning in various fields of AI. In Machine Learning (ML) the knowledge of Artificial Intelligence (AI) is very much essential.

References

[1] Anand, P., Tri, K., Prof, A., & Pg, A. K. International Journal of Advanced Research in Computer Science and Software Engineering A Framework of Distributed Database Management Systems in the Modern Enterprise and the Uncertainties removal. 2(4), 550–555, 2012.

[2] Çelik, Ö. A Research on Machine Learning Methods and Its Applications. Journal of Educational Technology and Online Learning. 2018. https://doi.org/10.31681/jetol.457046

[3] Chandiramani, A. Management of Django Web Development in Python. Journal of Management and Service Science (JMSS), 1(2), 1–17, 2021. https://doi.org/10.54060/jmss/001.02.005

[4] Eltahawey, A. O. (2017). Database Using Python?: A Tutorial. December 2016.

[5] Gunjal, B., & Koganurmath, M. M. (2014). Database System: Concepts and Design. E-Journals by Research Scholars in National Institute of Technology (NIT) Rourkela, December 1–19. 2003.

[6] Gupta, S. B. B. E. P. A., & Madnick, S. E., A FRAMEWORK AND COMPARATIVE STUDY OF DISTRIBUTED HETEROGENEOUS DATABASE MANAGEMENT SYSTEMS. Working paper, 1988.

[7] Jin, W. Research on Machine Learning and Its Algorithms and Development. Journal of Physics: Conference Series, 1544(1), 2020. https://doi.org/10.1088/1742-6596/1544/1/012003

[8] Kossmann, J., & Schlosser, R. (2019). A framework for self-managing database systems. Proceedings - 2019 IEEE 35th International Conference on Data Engineering Workshops, ICDE, 100–106, 2019. https://doi.org/10.1109/ICDEW.2019.00-27

[9] Patil, S. J. Python - Using Database and SQL. International Journal of Science and Research (IJSR), 8(2), 83–85, 2019. https://www.ijsr.net/archive/v8i2/ART20194929.pdf

[10] Raschka, S., Patterson, J., & Nolet, C. Machine learning in python: Main developments and technology trends in data science, machine learning, and artificial intelligence. Information (Switzerland), 11(4), 2020. https://doi.org/10.3390/info11040193

[11] Ren, Y. Python Machine Learning?: Machine Learning and Deep Learning With Python ,. International Journal of Knowledge-Based Organizations, 11(1), 67–70. 2021.

[12] Sedhain, S. Web framework for Python Django Book: pdf version. English, 1–190, 2007 http://www.gti.bh/Library/assets/djangobookwzy482.pdf

[13] Shyam, A., & Mukesh, N. A Django Based Educational Resource Sharing Website: Shreic. Journal of Scientific Research, 64(01), 138–152, 2020. https://doi.org/10.37398/jsr.2020.640134

[14] Suraya, S., & Sholeh, M. Designing and Implementing a Database for Thesis Data Management by Using the Python Flask Framework. International Journal of Engineering, Science and Information Technology, 2(1), 9–14, 2021 https://doi.org/10.52088/ijesty.v2i1.197

[15] Taneja, S., & Gupta, P. R. Python as a Tool for Web Server Application Development. International Journal of Information, Communication and Computing Technology, 2(1), 77–83, 2014. https://www.jimsindia.org/8i_Journal/VolumeII/Python-as-a-tool-for-web-server-application-development.pdf

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Published

2022-05-31
CITATION
DOI: 10.26438/ijcse/v10i5.5864
Published: 2022-05-31

How to Cite

[1]
M. Chandel, S. Silakari, Rajeev Pandey, and S. Sharma, “A Study on Machine Learning and Python’s Framework”, Int. J. Comp. Sci. Eng., vol. 10, no. 5, pp. 58–64, May 2022.

Issue

Vol. 10 No. 5 (2022): IJCSE May Edition

Section

Survey Article

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