Prediction of Promotion and Position of Employee in Company and Analysis of Machine Learning Algorithms

Authors

  • Neelkumar N. Patel Information Technology Department & Birla Vishvakarma Mahavidhyalaya
  • Professor Vatsal H. Shah Information Technology Department & Birla Vishvakarma Mahavidhyalaya

Keywords:

Prediction, Machine Learning, Artificial Intelligence, Decision Tree ML Algorithm, Naïve Bayes ML Algorithm, K-means Clustering ML Algorithm

Abstract

This research paper demonstrates the application of Machine Learning in real life by predicting the promotion and position of the employee in the company based on the passed data. It also explains the types of Machine Learning and their algorithm. Difference between Data Mining, Artificial Intelligence, Machine Learning and Deep Learning. Three Machine Learning Algorithm is analysed in the paper. They are Decision Tree Machine Learning Algorithm, Naïve Bayes Classifier Machine Learning Algorithm, K-Means Clustering Machine Learning Algorithm

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Published

2018-07-14

How to Cite

Patel, N. N. ., & Shah, P. V. H. . (2018). Prediction of Promotion and Position of Employee in Company and Analysis of Machine Learning Algorithms. International Journal of Technical Innovation in Modern Engineering & Science, 4(7), 1292–1299. Retrieved from https://ijtimes.com/index.php/ijtimes/article/view/1332

Issue

Vol. 4 No. 7 (2018): Vol. 4 No. 7: Volume 4 Issue 7 (July-2018)

Section

Articles