DIY Projects

Bike Sharing Demand Prediction

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Bike Sharing Demand Prediction

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Cardio Vascular Risk Prediction

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Cardio Vascular Risk Prediction

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Credit Card Fraud Detention

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Credit Card Fraud Detention

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Employees Burnout Analysis & Prediction

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Employees Burnout Analysis & Prediction

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Mental Fitness Tracker

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Mental Fitness Tracker

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Sentiment Analysis of Restaurant Reviews

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Sentiment Analysis of Restaurant Reviews

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Telecom Customer Retention

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Telecom Customer Retention

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Steganography- Hiding message in an Image

Network Stress Test Simulation

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NS2 stands for Network Simulator Version 2. It is an open-source event-driven simulator designed specifically for research in computer communication networks. This course will give you the necessary skills to perform Network and Security related hands-on. Learning Outcomes Install NS2 (Network Simulator) and NAM (Network Animator) in Ubuntu Operating System Create a Network topology and generate TCP and UDP Traffic Perform Denial of Service (DOS) attack on Network

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Keystroke Logging Demonstration

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This course will help you to understand the basics of keylogger and how can we capture keystrokes from a device and how can you develop a keylogger. Learning Outcomes Understand the basic concepts of keylogger Understand how to access keystrokes from system Understand the process of storing accessed keystrokes into file Implementation of keylogger Basics of Python GUI

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Steganography in Action

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About the Project Hiding data in images, also known as image steganography, is a technique used to conceal sensitive or confidential information within digital images. The process involves embedding the data within the pixels of an image, making it appear as a normal image to the human eye. The hidden data can be any form of digital information, such as text, files, or other multimedia content. Learning Outcomes Understand Steganography Techniques Perform Image Processing and Manipulation Understand the concept of Data Security and Encryption Implement steganography by hiding secret data in an image

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Perform DoS Attack

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This project involves simulating Denial-of-Service (DoS) attacks in a controlled environment to study their impact on networked systems and enhance cybersecurity measures. Using ethical hacking tools and Python scripts, the system generates traffic overload scenarios to observe server performance, response times, and potential vulnerabilities. The project emphasizes legal and safe experimentation within isolated test networks. Analysis of the results helps identify weaknesses in network configurations, firewall settings, and application resilience. The insights gained support the development of mitigation strategies, such as rate limiting, intrusion detection, and load balancing, strengthening overall system security against DoS threats.

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Develop a Secure Website that Prevents SQL Injection

About the Project

This project focuses on developing a secure web application that mitigates SQL injection and other common cybersecurity threats. Using secure coding practices, parameterized queries, and input validation, the system ensures that user inputs cannot manipulate the database maliciously. The platform includes features like user authentication, role-based access control, and secure data storage. Cybersecurity tools and libraries are integrated to detect vulnerabilities, monitor traffic, and enforce encryption for sensitive data. This project demonstrates how combining web development best practices with proactive cybersecurity measures can create robust, safe, and trustworthy web applications for users and organizations.

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