{"id":23918428,"url":"https://github.com/projects-developer/google-stock-price-prediction-by-deep-learning","last_synced_at":"2025-04-11T19:21:26.230Z","repository":{"id":111231140,"uuid":"366372021","full_name":"Projects-Developer/Google-Stock-Price-Prediction-by-Deep-Learning","owner":"Projects-Developer","description":"Top Class Stock Price Prediction Project through Machine Learning Algorithms for Google. Easy Understanding and Implementation. B.tech Final Year College Project. ","archived":false,"fork":false,"pushed_at":"2021-12-20T19:53:47.000Z","size":543,"stargazers_count":42,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-25T15:14:33.367Z","etag":null,"topics":["btech-project","btechfinalyear","capstone-project","data-science","deep-learning","deep-neural-networks","final-year-project","google-projects","ieee","lstm","machine","machine-learning","major-project","minor-projects","prediction-model","semester-project","stock-price-prediction","stocks"],"latest_commit_sha":null,"homepage":"https://www.cse-projects.com/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Projects-Developer.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-05-11T12:21:07.000Z","updated_at":"2025-03-06T03:10:55.000Z","dependencies_parsed_at":"2023-03-25T21:03:33.929Z","dependency_job_id":null,"html_url":"https://github.com/Projects-Developer/Google-Stock-Price-Prediction-by-Deep-Learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Projects-Developer%2FGoogle-Stock-Price-Prediction-by-Deep-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Projects-Developer%2FGoogle-Stock-Price-Prediction-by-Deep-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Projects-Developer%2FGoogle-Stock-Price-Prediction-by-Deep-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Projects-Developer%2FGoogle-Stock-Price-Prediction-by-Deep-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Projects-Developer","download_url":"https://codeload.github.com/Projects-Developer/Google-Stock-Price-Prediction-by-Deep-Learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248465347,"owners_count":21108244,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["btech-project","btechfinalyear","capstone-project","data-science","deep-learning","deep-neural-networks","final-year-project","google-projects","ieee","lstm","machine","machine-learning","major-project","minor-projects","prediction-model","semester-project","stock-price-prediction","stocks"],"created_at":"2025-01-05T13:13:47.772Z","updated_at":"2025-04-11T19:21:26.224Z","avatar_url":"https://github.com/Projects-Developer.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stock-Price-Prediction\n\nTop Class Stock Price Prediction Project through Machine Learning Algorithms for Google. Easy Understanding and Implementation.\n\nStock Price Prediction \nStock (also known as equity) is a security that represents the ownership of a fraction of a corporation. This entitles the owner of the stock to a proportion of the corporation's assets and profits equal to how much stock they own. Units of stock are called \"shares.\" \nA stock is a general term used to describe the ownership certificates of any company.\nStock prices change everyday by market forces. By this we mean that share prices change because of supply and demand. If more people want to buy a stock (demand) than sell it (supply), then the price moves up. Conversely, if more people wanted to sell a stock than buy it, there would be greater supply than demand, and the price would fall.\nUnderstanding supply and demand is easy. \nSo, why do stock prices change? The best answer is that nobody really knows for sure. Some believe that it isn't possible to predict how stocks will change in price while others think that by drawing charts and looking at past price movements, you can determine when to buy and sell. The only thing we do know as a certainty is that stocks are volatile and can change in price extremely rapidly.\n\n\n## Understanding the Problem Statement\nWe’ll dive into the implementation part of this Project soon, but first it’s important to establish what we’re aiming to solve. Broadly, stock market analysis is divided into two parts – Fundamental Analysis and Technical Analysis.\nFundamental Analysis involves analyzing the company’s future profitability on the basis of its current business environment and financial performance.\nTechnical Analysis, on the other hand, includes reading the charts and using statistical figures to identify the trends in the stock market.\nAs you might have guessed, our focus will be on the technical analysis and visualization part. We’ll be using a dataset from Google stock Price test and train.\n \n### Youtube Video of this Project: https://www.youtube.com/watch?v=44u5oU9MQGg\n\n## Implementation:\nUsing Sckiit Learning( Machine Learning model)\nData Preprocessing using dataset\nVisualization of Dataset\nFeature Scaling \nPreparing the Datasets for training \nReshaping the datasets\nModel development\nImplementation of sequential, dense, LSTM and dropout.\nPreprocessing the Data\nPredicting the Output\nResult visualization \n \nResearch Paper:\nProject is totally based on research papers as project predict output using LSTM based deep learning models\nhttps://arxiv.org/abs/2009.10819\n\nhttps://www.aclweb.org/anthology/W19-6403.pdf\n\nhttps://www.sciencedirect.com/science/article/pii/S1877050920304865\n\n\n\n\n\u003ch1 align=\"center\"\u003e नमस्ते (Namaste) 🙏🏻 \u003cimg src=\"https://raw.githubusercontent.com/ABSphreak/ABSphreak/master/gifs/Hi.gif\" width=\"30px\"\u003e ! \u003c/h1\u003e\n\u003ch3 align=\"center\"\u003eWe are Project Developers ❤\u003c/h3\u003e\n\n\u003ch3 align=\"center\"\u003eYou Can use this Beautiful Project for your college Project and get good marks too ❤\u003c/h3\u003e\n\nEmail me Now **vatshayan007@gmail.com** to get this Full Project Code, PPT, Report, Synopsis, Video Presentation and Research paper of this Project.\n\n💌 Feel free to contact me for any kind of help on projects.\n\n### 📫 HOW TO REACH ME \n\n💬 WhatsApp: **[LINK](https://wa.me/message/CHWN2AHCPMAZK1) : +91 9310631437 (Helping 24*7)**\n\n💬 Gmail: **vatshayan007@gmail.com**\n\nOther Final Year Project: https://github.com/Vatshayan/Final-Year-Project-Cryptographic-Technique-for-Communication-System\n\n### Youtube Video of this Project: https://www.youtube.com/watch?v=44u5oU9MQGg\n\n### CSE Projects: [LINK](https://www.cse-projects.com)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprojects-developer%2Fgoogle-stock-price-prediction-by-deep-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprojects-developer%2Fgoogle-stock-price-prediction-by-deep-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprojects-developer%2Fgoogle-stock-price-prediction-by-deep-learning/lists"}