{"id":18860,"date":"2023-09-14T11:32:07","date_gmt":"2023-09-14T06:02:07","guid":{"rendered":"https:\/\/www.codeavail.com\/blog\/?p=18860"},"modified":"2024-09-13T18:05:56","modified_gmt":"2024-09-13T12:35:56","slug":"major-project-ideas-for-cse-final-year","status":"publish","type":"post","link":"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/","title":{"rendered":"Best 80 Major Project Ideas for CSE Final Year"},"content":{"rendered":"\n<p>Are you a Computer Science and Engineering (CSE) student in your final year? Congratulations! You&#8217;re nearing the end of your academic journey, and it&#8217;s time to put your skills and knowledge to the test with a major project. But wait, how do you decide on the perfect project topic? Don&#8217;t worry; we&#8217;ve got you covered. In this blog, we&#8217;ll present 80 exciting and manageable major project ideas for CSE final year. These ideas are not only innovative but also explained in the easiest language possible, so you can get a clear understanding of each one.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-pale-ocean-gradient-background has-background\"><tbody><tr><td><em>Feeling stuck or need a helping hand with your computer science studies? Don&#8217;t worry, we&#8217;ve got your back! Explore these 52 Topics Under Computer Science and remember, whenever you need extra guidance, our &#8216;<\/em><a href=\"http:\/\/codeavail.com\/computer-science-homework-help\" target=\"_blank\" rel=\"noopener\"><em>Computer Science Homework Help<\/em><\/a><em>&#8216; service is just a click away to assist you on your learning journey.<\/em><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"best-80-major-project-ideas-for-cse-final-year\"><\/span>Best 80 Major Project Ideas for CSE Final Year<span class=\"ez-toc-section-end\"><\/span><\/h2><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69f665f8d7aae\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69f665f8d7aae\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#best-80-major-project-ideas-for-cse-final-year\" title=\"Best 80 Major Project Ideas for CSE Final Year\">Best 80 Major Project Ideas for CSE Final Year<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#web-development-projects\" title=\"Web Development Projects\">Web Development Projects<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#mobile-app-development-projects\" title=\"Mobile App Development Projects\">Mobile App Development Projects<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#artificial-intelligence-and-machine-learning-projects\" title=\"Artificial Intelligence and Machine Learning Projects\">Artificial Intelligence and Machine Learning Projects<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#database-and-management-projects\" title=\"Database and Management Projects\">Database and Management Projects<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#networking-and-security-projects\" title=\"Networking and Security Projects\">Networking and Security Projects<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#data-science-and-big-data-projects\" title=\"Data Science and Big Data Projects\">Data Science and Big Data Projects<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#internet-of-things-iot-projects\" title=\"Internet of Things (IoT) Projects\">Internet of Things (IoT) Projects<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#blockchain-and-cryptocurrency-projects\" title=\"Blockchain and Cryptocurrency Projects\">Blockchain and Cryptocurrency Projects<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.codeavail.com\/blog\/major-project-ideas-for-cse-final-year\/#conclusion\" title=\"Conclusion\">Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"web-development-projects\"><\/span>Web Development Projects<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>E-commerce Website:<\/strong> Create an online store with features like product search, cart management, and secure payment processing.<\/li>\n\n\n\n<li><strong>Social Media Platform:<\/strong> Build a simple social media platform where users can create profiles, post updates, and connect with friends.<\/li>\n\n\n\n<li><strong>Blog Content Management System:<\/strong> Design a blogging platform with user-friendly content creation and management tools.<\/li>\n\n\n\n<li><strong>Online Quiz System:<\/strong> Develop a platform for creating and taking quizzes on various subjects.<\/li>\n\n\n\n<li><strong>Job Portal:<\/strong> Create a website where job seekers can search for job listings and apply for positions.<\/li>\n\n\n\n<li><strong>Event Management System:<\/strong> Build a system for organizing and managing events, including registrations and ticket sales.<\/li>\n\n\n\n<li><strong>Recipe Sharing Website:<\/strong> Create a platform for food enthusiasts to share and discover recipes.<\/li>\n\n\n\n<li><strong>Personal Portfolio Website:<\/strong> Design a website where users can showcase their skills, projects, and achievements.<\/li>\n\n\n\n<li><strong>Online Voting System:<\/strong> Create a secure online voting system for elections or surveys.<\/li>\n\n\n\n<li><strong>E-learning Platform:<\/strong> Develop a platform for online courses, lectures, and quizzes.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"mobile-app-development-projects\"><\/span>Mobile App Development Projects<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Expense Tracker App:<\/strong> Build an app that helps users manage their expenses and budgets.<\/li>\n\n\n\n<li><strong>Fitness Tracker App:<\/strong> Create an app for tracking fitness activities, diet plans, and health goals.<\/li>\n\n\n\n<li><strong>Weather Forecast App:<\/strong> Develop an app that provides weather forecasts based on location.<\/li>\n\n\n\n<li><strong>Task Management App:<\/strong> Build an app for managing to-do lists and tasks.<\/li>\n\n\n\n<li><strong>Language Learning App:<\/strong> Create an app that helps users learn new languages through lessons and quizzes.<\/li>\n\n\n\n<li><strong>Travel Planner App:<\/strong> Design an app that assists users in planning their trips, including booking hotels and finding local attractions.<\/li>\n\n\n\n<li><strong>Social Networking App:<\/strong> Build a simple social networking app for connecting with friends and sharing updates.<\/li>\n\n\n\n<li><strong>Music Streaming App:<\/strong> Create an app for streaming and organizing music.<\/li>\n\n\n\n<li><strong>Recipe Finder App:<\/strong> Develop an app that suggests recipes based on available ingredients.<\/li>\n\n\n\n<li><strong>Emergency Alert App:<\/strong> Build an app that sends alerts and notifications during emergencies.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"artificial-intelligence-and-machine-learning-projects\"><\/span>Artificial Intelligence and Machine Learning Projects<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Image Recognition:<\/strong> Create a system that can identify objects or patterns in images.<\/li>\n\n\n\n<li><strong>Chatbot:<\/strong> Develop a chatbot that can assist users with common tasks or questions.<\/li>\n\n\n\n<li><strong>Recommendation System:<\/strong> Build a recommendation engine for movies, books, or products.<\/li>\n\n\n\n<li><strong>Sentiment Analysis:<\/strong> Create a system that analyzes text data to determine sentiment (positive, negative, or neutral).<\/li>\n\n\n\n<li><strong>Stock Price Prediction:<\/strong> Develop a model that predicts stock prices based on historical data.<\/li>\n\n\n\n<li><strong>Spam Email Filter:<\/strong> Build a spam filter that can classify emails as spam or not.<\/li>\n\n\n\n<li><strong>Customer Churn Prediction:<\/strong> Create a model that predicts which customers are likely to churn (leave) a service.<\/li>\n\n\n\n<li><strong>Face Recognition:<\/strong> Design a system for recognizing faces in images or videos.<\/li>\n\n\n\n<li><strong>Speech Recognition:<\/strong> Develop a system that can transcribe spoken language into text.<\/li>\n\n\n\n<li><strong>Autonomous Robot:<\/strong> Build a robot that can navigate and perform tasks autonomously.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-pale-ocean-gradient-background has-background\"><tbody><tr><td><strong>Also read:<\/strong> <a href=\"https:\/\/www.codeavail.com\/blog\/machine-learning-project-ideas-for-final-year-students\/\">Machine Learning Project Ideas for Final Year Students<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"database-and-management-projects\"><\/span>Database and Management Projects<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Library Management System:<\/strong> Create a system for managing books, patrons, and checkouts in a library.<\/li>\n\n\n\n<li><strong>Inventory Management System:<\/strong> Build a system for tracking and managing inventory in a store or warehouse.<\/li>\n\n\n\n<li><strong>Student Information System:<\/strong> Develop a system for managing student records, grades, and attendance.<\/li>\n\n\n\n<li><strong>Hospital Management System:<\/strong> Design a system for managing patient records, appointments, and billing.<\/li>\n\n\n\n<li><strong>Hotel Reservation System:<\/strong> Create a system for booking hotel rooms and managing reservations.<\/li>\n\n\n\n<li><strong>Online Banking System:<\/strong> Build a secure online banking platform with features like account management and transaction history.<\/li>\n\n\n\n<li><strong>Employee Payroll System:<\/strong> Develop a system for calculating and managing employee salaries and taxes.<\/li>\n\n\n\n<li><strong>Car Rental System:<\/strong> Design a system for renting and managing cars in a rental agency.<\/li>\n\n\n\n<li><strong>Flight Booking System:<\/strong> Create a system for booking flights and managing reservations.<\/li>\n\n\n\n<li><strong>Customer Relationship Management (CRM) System:<\/strong> Build a system for managing customer interactions and relationships.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"networking-and-security-projects\"><\/span>Networking and Security Projects<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Network Packet Analyzer:<\/strong> Develop a tool for analyzing network traffic and detecting anomalies.<\/li>\n\n\n\n<li><strong>Firewall System:<\/strong> Create a firewall application for filtering network traffic and enhancing security.<\/li>\n\n\n\n<li><strong>Intrusion Detection System:<\/strong> Build a system that detects and alerts on unauthorized access or intrusions.<\/li>\n\n\n\n<li><strong>Virtual Private Network (VPN):<\/strong> Design a VPN service for secure online communication.<\/li>\n\n\n\n<li><strong>Password Manager:<\/strong> Develop a secure password management tool for users.<\/li>\n\n\n\n<li><strong>Network Chat Application:<\/strong> Create a chat application that allows secure communication over a network.<\/li>\n\n\n\n<li><strong>Two-Factor Authentication (2FA) System:<\/strong> Build a system that enhances user login security with <a href=\"https:\/\/en.wikipedia.org\/wiki\/Help:Two-factor_authentication\" target=\"_blank\" rel=\"noopener\">2FA<\/a>.<\/li>\n\n\n\n<li><strong>Secure File Sharing System:<\/strong> Design a system for securely sharing files between users.<\/li>\n\n\n\n<li><strong>Network Monitoring Tool:<\/strong> Develop a tool for monitoring network performance and status.<\/li>\n\n\n\n<li><strong>Digital Signature System:<\/strong> Create a system for digitally signing documents and verifying signatures.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"data-science-and-big-data-projects\"><\/span>Data Science and Big Data Projects<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Customer Segmentation:<\/strong> Analyze customer data to segment users for targeted marketing.<\/li>\n\n\n\n<li><strong>Predictive Maintenance:<\/strong> Develop a model to predict equipment maintenance needs based on sensor data.<\/li>\n\n\n\n<li><strong>Movie Recommendation Engine:<\/strong> Build a recommendation system for suggesting movies to users.<\/li>\n\n\n\n<li><strong>Real-time Data Analytics Dashboard:<\/strong> Create a dashboard for real-time data visualization and analysis.<\/li>\n\n\n\n<li><strong>Social Media Sentiment Analysis:<\/strong> Analyze social media data to determine public sentiment on various topics.<\/li>\n\n\n\n<li><strong>E-commerce Sales Prediction:<\/strong> Develop a model to predict e-commerce sales trends.<\/li>\n\n\n\n<li><strong>Fraud Detection:<\/strong> Create a system for detecting fraudulent transactions in financial data.<\/li>\n\n\n\n<li><strong>Healthcare Data Analysis:<\/strong> Analyze healthcare data to identify trends and improve patient care.<\/li>\n\n\n\n<li><strong>Image Captioning:<\/strong> Develop a system that generates descriptive captions for images.<\/li>\n\n\n\n<li><strong>Twitter Trend Analysis:<\/strong> Analyze Twitter data to identify trending topics and hashtags.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"internet-of-things-iot-projects\"><\/span>Internet of Things (IoT) Projects<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Smart Home Automation:<\/strong> Create a system for controlling home appliances and devices remotely.<\/li>\n\n\n\n<li><strong>IoT-based Agriculture Monitoring:<\/strong> Build a system for monitoring soil moisture, temperature, and other factors in agriculture.<\/li>\n\n\n\n<li><strong>Smart Parking System:<\/strong> Design a system for tracking available parking spaces in a parking lot.<\/li>\n\n\n\n<li><strong>Health Monitoring Wearable:<\/strong> Develop a wearable device for monitoring health parameters like heart rate and steps taken.<\/li>\n\n\n\n<li><strong>Water Quality Monitoring:<\/strong> Create a system for monitoring water quality in rivers, lakes, or reservoirs.<\/li>\n\n\n\n<li><strong>Smart Street Lighting:<\/strong> Build a system for controlling street lights based on ambient light and movement.<\/li>\n\n\n\n<li><strong>IoT-based Energy Management:<\/strong> Design a system for monitoring and optimizing energy consumption in homes or businesses.<\/li>\n\n\n\n<li><strong>Industrial Automation:<\/strong> Develop a system for automating industrial processes using IoT sensors and actuators.<\/li>\n\n\n\n<li><strong>IoT-based Weather Station:<\/strong> Build a weather station that collects and reports weather data.<\/li>\n\n\n\n<li><strong>IoT-based Home Security:<\/strong> Create a home security system with surveillance cameras and motion sensors.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"blockchain-and-cryptocurrency-projects\"><\/span>Blockchain and Cryptocurrency Projects<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Cryptocurrency Wallet:<\/strong> Develop a secure digital wallet for storing and managing cryptocurrencies.<\/li>\n\n\n\n<li><strong>Blockchain-based Voting System:<\/strong> Create a voting system that uses blockchain technology for secure and transparent elections.<\/li>\n\n\n\n<li><strong>Blockchain-based Supply Chain Management:<\/strong> Build a system for tracking and verifying the supply chain using blockchain.<\/li>\n\n\n\n<li><strong>Tokenization of Assets:<\/strong> Explore the tokenization of real-world assets like real estate or art using blockchain.<\/li>\n\n\n\n<li><strong>Decentralized Application (DApp):<\/strong> Develop a decentralized application on a blockchain platform like Ethereum.<\/li>\n\n\n\n<li><strong>Smart Contracts:<\/strong> Create and deploy smart contracts for various use cases.<\/li>\n\n\n\n<li><strong>Blockchain-based Identity Verification:<\/strong> Explore blockchain-based identity verification solutions.<\/li>\n\n\n\n<li><strong>Blockchain-based Healthcare Records:<\/strong> Build a system for securely storing and sharing healthcare records on a blockchain.<\/li>\n\n\n\n<li><strong>Cryptocurrency Exchange:<\/strong> Develop a platform for trading cryptocurrencies.<\/li>\n\n\n\n<li><strong>Blockchain-based Digital Notary:<\/strong> Create a digital notary service for verifying document authenticity.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>These project ideas cover a wide range of topics within Computer Science and Engineering, from web and mobile app development to artificial intelligence, databases, security, data science, IoT, and blockchain. Before you choose a project, consider your interests, skills, and the resources available to you. Remember that the best project is one that you are passionate about and can showcase your abilities effectively.<\/p>\n\n\n\n<p>Whichever project you decide to undertake, make sure to plan, document, and execute it diligently. Your final year project is not just an academic requirement; it&#8217;s an opportunity to demonstrate your capabilities to potential employers and make a real impact in the field of computer science. Good luck with your CSE final year project!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Are you a Computer Science and Engineering (CSE) student in your final year? Congratulations! You&#8217;re nearing the end of your academic journey, and it&#8217;s time to put your skills and knowledge to the test with a major project. But wait, how do you decide on the perfect project topic? Don&#8217;t worry; we&#8217;ve got you covered. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":18863,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[307,47,1649],"tags":[],"class_list":["post-18860","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-computer-science","category-education","category-project-ideas"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/posts\/18860","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/comments?post=18860"}],"version-history":[{"count":5,"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/posts\/18860\/revisions"}],"predecessor-version":[{"id":34649,"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/posts\/18860\/revisions\/34649"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/media\/18863"}],"wp:attachment":[{"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/media?parent=18860"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/categories?post=18860"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.codeavail.com\/blog\/wp-json\/wp\/v2\/tags?post=18860"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}