MODIFYING AND PREDICTING OF CRYPTOCURRENCY PRICES USING DATA SCIENCE TECHNIQUE
Abstract & Details
Research Area
Information technology
Keywords
Cryptocurrency
price prediction
machine learning
Abstract
Nowadays, cryptocurrencies are playing a vital role in investment. societies are investing their money within the cryptocurrency share market to achieve income and it’s tough to seek out precise prices. Cryptocurrencies are virtual money that’s protected by cryptography. cryptography is employed for safe marketing. cryptocurrency transactions that are occurring online without a 3rd party negotiator. Cryptocurrency works using blockchain technology. They used coding for storing and transaction the cryptocurrency[1]. In this project, we used data science techniques and machine learning algorithms to predict the value of the cryptocurrency. the machine learning algorithm is employed to coach and teach the information and it’s developed to search out cryptocurrency prices. the info science technique is employed for getting a better model for predicting cryptocurrency prices. We used different machine learning algorithms and compare the algorithm to work out which algorithms perform well. these algorithms are employed in the pre-processing of data and precision. And other execution metrics like precision, recall, and score are also taken for analysing the model
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Amritha A | Jeppiaar engineering college |
| 2 | Nandhini R | Jeppiaar engineering college |
| 3 | Asrafunisha R | Jeppiaar engineering college |
| 4 | Pushpalatha S | Jeppiaar engineering college |
How to Cite
Use the following formats to cite this article in your research.
APA Style
A, Amritha, R, Nandhini, R, Asrafunisha, & S, Pushpalatha (2022). MODIFYING AND PREDICTING OF CRYPTOCURRENCY PRICES USING DATA SCIENCE TECHNIQUE. International Journal of Advance Research and Innovative Ideas In Education, 8(3), 4362-4368.
MLA Style
A, Amritha, et al. "MODIFYING AND PREDICTING OF CRYPTOCURRENCY PRICES USING DATA SCIENCE TECHNIQUE." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, 2022, pp. 4362-4368.
IEEE Style
Amritha A, Nandhini R, Asrafunisha R, and Pushpalatha S, "MODIFYING AND PREDICTING OF CRYPTOCURRENCY PRICES USING DATA SCIENCE TECHNIQUE," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, pp. 4362-4368, 2022.
Vancouver Style
A Amritha, R Nandhini, R Asrafunisha, S Pushpalatha. MODIFYING AND PREDICTING OF CRYPTOCURRENCY PRICES USING DATA SCIENCE TECHNIQUE. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(3):4362-4368.
Harvard Style
A, Amritha, R, Nandhini, R, Asrafunisha, & S, Pushpalatha (2022) 'MODIFYING AND PREDICTING OF CRYPTOCURRENCY PRICES USING DATA SCIENCE TECHNIQUE', International Journal of Advance Research and Innovative Ideas In Education, 8(3), pp. 4362-4368.
Chicago Style
A, Amritha, et al. "MODIFYING AND PREDICTING OF CRYPTOCURRENCY PRICES USING DATA SCIENCE TECHNIQUE." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 4362-4368.
Turabian Style
A, Amritha, et al. "MODIFYING AND PREDICTING OF CRYPTOCURRENCY PRICES USING DATA SCIENCE TECHNIQUE." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 4362-4368.
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