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Machine Learning / AI Advanced

Stock Price Prediction System

4.7
(12 student reviews)
🔥 Purchased by 59 students

A time-series forecasting app that predicts future stock prices using LSTM neural networks trained on historical data from Yahoo Finance. Features an interactive Plotly dashboard showing actual vs predicted prices with 50-day and 200-day moving averages.

Tech Stack: Python, LSTM, TensorFlow, Keras, Pandas, Plotly, Yahoo Finance API, Time Series Downloads: 59
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100% Customizable — Make It Your Own
The report, PPT slides, and source code are fully editable. Change the title page, add your college name, modify sections, rename variables, extend features — anything your college or guide requires. No restrictions whatsoever. The pre-trained model is bundled inside — no training from scratch required.

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Report Preview

Academic Project Report

Professionally formatted in IEEE/University standard format. Approx 40 pages.

PPT Preview

Presentation Slides

Clean, modern, and ready for your final year presentation. Approx 12 to 15 slides.

Internship Certificate Preview

Internship Certificate

Official 4/8/12 week internship completion certificate.

Project Certificate Preview

Project Certificate

Unique QR-coded project completion certificate.

Viva Questions Preview

Viva Questions Prep

Detailed technical Viva Q&As with explanations.

Architecture Diagram Preview

Architecture Diagram

System workflow flowchart & data processing pipeline specs.

LinkedIn Post Preview

LinkedIn Post Draft

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Resume Points Preview

Resume Bullets

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Setup Guide Preview

Setup & Run Guide

Step-by-step installation, setup & execution instructions.

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Viva Questions & Answers

Prepare for your project viva with these likely questions and suggested answers.

1. What is the core objective of the Stock Price Prediction System and what real-world problem does it solve?
2. Explain the system architecture and end-to-end data flow in Stock Price Prediction System.
3. Why was Python, LSTM, TensorFlow, Keras, Pandas, Plotly, Yahoo Finance API, Time Series selected for this project over alternative frameworks?
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📐 System Architecture & Workflow

High-level architectural flowchart of the data flow and system modules.

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💼 LinkedIn Project Launch Post

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🚀 Excited to announce the successful completion of my major project!

As part of my Engineering curriculum...

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Add This to Your Resume

Copy-ready resume bullet points are included with this project.

• Engineered and deployed the Stock Price Prediction System, providing a robust solution for machine learning / ai challenges.

• Utilized a modern technology stack including Python, LSTM, TensorFlow, Keras, Pandas, Plotly, Yahoo Finance API, Time Series to build a highly scalable, secure, and modular application architecture.

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Student Reviews (12)

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