https://github.com/projects-developer/google-stock-price-prediction-by-deep-learning

Top Class Stock Price Prediction Project through Machine Learning Algorithms for Google. Easy Understanding and Implementation. B.tech Final Year College Project.
https://github.com/projects-developer/google-stock-price-prediction-by-deep-learning

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

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Top Class Stock Price Prediction Project through Machine Learning Algorithms for Google. Easy Understanding and Implementation. B.tech Final Year College Project.

• Host: GitHub
• URL: https://github.com/projects-developer/google-stock-price-prediction-by-deep-learning
• Owner: Projects-Developer
• Created: 2021-05-11T12:21:07.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-12-20T19:53:47.000Z (over 3 years ago)
• Last Synced: 2025-03-25T15:14:33.367Z (28 days ago)
• 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
• Language: Jupyter Notebook
• Homepage: https://www.cse-projects.com/
• Size: 530 KB
• Stars: 42
• Watchers: 1
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Stock-Price-Prediction

Top Class Stock Price Prediction Project through Machine Learning Algorithms for Google. Easy Understanding and Implementation.

Stock Price Prediction 

Stock (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." 

A stock is a general term used to describe the ownership certificates of any company.

Stock 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.

Understanding supply and demand is easy. 

So, 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.

## Understanding the Problem Statement

We’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.

Fundamental Analysis involves analyzing the company’s future profitability on the basis of its current business environment and financial performance.

Technical Analysis, on the other hand, includes reading the charts and using statistical figures to identify the trends in the stock market.

As 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.

 

### Youtube Video of this Project: https://www.youtube.com/watch?v=44u5oU9MQGg

## Implementation:

Using Sckiit Learning( Machine Learning model)

Data Preprocessing using dataset

Visualization of Dataset

Feature Scaling 

Preparing the Datasets for training 

Reshaping the datasets

Model development

Implementation of sequential, dense, LSTM and dropout.

Preprocessing the Data

Predicting the Output

Result visualization 

 

Research Paper:

Project is totally based on research papers as project predict output using LSTM based deep learning models

https://arxiv.org/abs/2009.10819

https://www.aclweb.org/anthology/W19-6403.pdf

https://www.sciencedirect.com/science/article/pii/S1877050920304865

 नमस्ते (Namaste) 🙏🏻  ! 

We are Project Developers ❤


You Can use this Beautiful Project for your college Project and get good marks too ❤


Email me Now **[email protected]** to get this Full Project Code, PPT, Report, Synopsis, Video Presentation and Research paper of this Project.

💌 Feel free to contact me for any kind of help on projects.

### 📫 HOW TO REACH ME 

💬 WhatsApp: **[LINK](https://wa.me/message/CHWN2AHCPMAZK1) : +91 9310631437 (Helping 24*7)**

💬 Gmail: **[email protected]**

Other Final Year Project: https://github.com/Vatshayan/Final-Year-Project-Cryptographic-Technique-for-Communication-System

### Youtube Video of this Project: https://www.youtube.com/watch?v=44u5oU9MQGg

### CSE Projects: [LINK](https://www.cse-projects.com)