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The study analyzes the shares of Canadian Solar Inc. and First Solar Inc. The purpose of the study is to study the possibility of forecasting the stock price of solar energy companies using neural networks for the purpose of subsequent investment. The recurrent neural network LSTM is used in the article and this approach is based on complexity theory. Machine learning technologies are now being actively implemented in various sectors of the economy and are considered effective. The program used assigns different significance to the data of the last months and the data for the first months of the 1st year. The first year of the last 5 years of the company\u2019s activity is taken as the first year since more distant data no longer have significant significance for the forecast. In the course of the study, a forecast of the stock price of Canadian Solar Inc. and First Solar Inc. for 245 days was obtained. Based on the results obtained, the following conclusions were made: 20 neurons of the network is not enough to make an accurate forecast, but the level of confidence in such a forecast is high enough, neural network forecasts are applicable in investing and are accurate enough to determine medium\u2010 and long\u2010term trends, but these forecasts are not applicable for traders. The direction of improving the accuracy of neural network predictions is promising for further research.<\/jats:p>","DOI":"10.1155\/2022\/9186265","type":"journal-article","created":{"date-parts":[[2022,10,7]],"date-time":"2022-10-07T21:20:07Z","timestamp":1665177607000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":32,"title":["Forecasting Stock Prices of Companies Producing Solar Panels Using Machine Learning Methods"],"prefix":"10.1155","volume":"2022","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0323-2061","authenticated-orcid":false,"given":"Zaffar A.","family":"Shaikh","sequence":"first","affiliation":[]},{"given":"Andrey","family":"Kraikin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2478-0307","authenticated-orcid":false,"given":"Alexey","family":"Mikhaylov","sequence":"additional","affiliation":[]},{"given":"Gabor","family":"Pinter","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2022,10,7]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.32479\/ijeep.9803"},{"key":"e_1_2_10_2_2","doi-asserted-by":"publisher","DOI":"10.17159\/2413-3051\/2020\/v31i3a7809"},{"key":"e_1_2_10_3_2","doi-asserted-by":"publisher","DOI":"10.3390\/en13102491"},{"key":"e_1_2_10_4_2","doi-asserted-by":"publisher","DOI":"10.3390\/en10091402"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2008.922526"},{"key":"e_1_2_10_6_2","doi-asserted-by":"publisher","DOI":"10.3390\/en6020733"},{"key":"e_1_2_10_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/tsg.2015.2502723"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2017.02.052"},{"key":"e_1_2_10_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuri.2021.100034"},{"key":"e_1_2_10_10_2","first-page":"73","article-title":"An investigation of co-integration and causality between energy consumption and economic growth","volume":"21","author":"Cheng B. 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