Frontend Developer Roadmap 🌐💻
├── 🔹 Foundations
│ ├── 🔸 Basic Web Concepts
│ │ ├── 📜 How the Web Works
│ │ ├── 🗂️ HTML, CSS, and JavaScript Basics
│ │ └── 🌍 Web Standards and Accessibility (WCAG)
│ ├── 🔸 Version Control
│ │ ├── 🔧 Git Basics (init, add, commit, push)
│ │ ├── 🧩 Branching and Merging
│ │ └── 🌐 GitHub/GitLab Usage
│ ├── 🔸 HTML
│ │ ├── 📋 Semantic HTML
│ │ ├── 🌟 Forms and Validations
│ │ └── 📑 SEO Best Practices
│ ├── 🔸 CSS
│ │ ├── 🎨 CSS Fundamentals (Selectors, Box Model)
│ │ ├── 💡 Flexbox and Grid Layouts
│ │ └── 🖼️ Responsive Design (Media Queries)
│ └── 🔸 JavaScript
│ ├── 🛠️ Core JavaScript (Variables, Loops, Functions)
│ ├── 📜 DOM Manipulation
│ └── 🔄 Events and APIs
├── 🔹 Intermediate Skills
│ ├── 🔸 Advanced JavaScript
│ │ ├── ✨ ES6+ Features (Arrow Functions, Promises, Async/Await)
│ │ ├── 🔀 Modules and Imports
│ │ └── 🧩 Error Handling
│ ├── 🔸 CSS Preprocessors and Frameworks
│ │ ├── 🧵 SASS/SCSS
│ │ ├── 📦 Bootstrap
│ │ └── 🌌 Tailwind CSS
│ ├── 🔸 Frontend Tools
│ │ ├── 🛠️ NPM/Yarn
│ │ ├── 🌟 Webpack/Vite
│ │ └── 📦 Package Management and Bundling
│ ├── 🔸 APIs and HTTP
│ │ ├── 🌐 Fetch and Axios
│ │ ├── 🔑 Authentication (JWT, OAuth)
│ │ └── 📝 REST and GraphQL Basics
│ └── 🔸 Testing
│ ├── ✅ Unit Testing (Jest, Mocha)
│ ├── 🧪 Integration Testing
│ └── 👀 Debugging Tools (Chrome DevTools)
├── 🔹 Frameworks and Libraries
│ ├── 🔸 React.js
│ │ ├── ⚛️ Component-Based Architecture
│ │ ├── 🔄 State Management (useState, useEffect, Context API)
│ │ └── 🧱 React Router
│ ├── 🔸 Vue.js
│ │ ├── 🖼️ Vue Basics (Directives, Components)
│ │ ├── 🔧 Vue Router
│ │ └── 🛠️ Vuex for State Management
│ ├── 🔸 Angular
│ │ ├── 📜 Components and Templates
│ │ ├── 💾 Services and Dependency Injection
│ │ └── 🗂️ RxJS and Observables
│ └── 🔸 Other Tools
│ ├── 🐾 jQuery (Optional)
│ ├── 🌟 Next.js/Nuxt.js
│ └── 🔥 Svelte
├── 🔹 Advanced Topics
│ ├── 🔸 State Management
│ │ ├── 🔄 Redux/Toolkit
│ │ ├── 🌟 MobX
│ │ └── ⚛️ Recoil
│ ├── 🔸 Progressive Web Apps (PWA)
│ │ ├── 🖥️ Service Workers
│ │ ├── 📜 Manifest Files
│ │ └── 🌐 Offline Functionality
│ ├── 🔸 Performance Optimization
│ │ ├── 🚀 Code Splitting
│ │ ├── ⚡ Lazy Loading
│ │ └── 🧩 Caching and Compression
│ ├── 🔸 Web Security
│ │ ├── 🔒 Content Security Policy (CSP)
│ │ ├── 🛡️ XSS and CSRF Protection
│ │ └── 🔑 Secure Cookies and HTTPS
│ └── 🔸 Build and Deployment
│ ├── 📂 CI/CD Pipelines (GitHub Actions, Netlify)
│ ├── 📦 Dockerizing Frontend Apps
│ └── 🌍 Hosting Platforms (Vercel, AWS, Firebase)
├── 🔹 Continuous Learning
│ ├── 🔸 Community and Networking
│ │ ├── 🐦 Follow Developers on X (@e_opore)
│ │ ├── 💬 Join Frontend Communities (Reddit, Discord)
│ │ └── 🎓 Attend Conferences and Meetups
│ ├── 🔸 Resources
│ │ ├── 📚 Frontend Books (Eloquent JavaScript, You Don’t Know JS)
│ │ ├── 🎥 YouTube Channels (Fireship, Traversy Media)
│ │ └── 🌐 Courses (freeCodeCamp, Udemy)
│ └── 🔸 Practice
│ ├── 📜 Build Projects (Clones, Dashboards)
│ ├── 💡 Contribute to Open Source
│ └── 🏆 Participate in Hackathons
├── 🔹 Foundations
│ ├── 🔸 Basic Web Concepts
│ │ ├── 📜 How the Web Works
│ │ ├── 🗂️ HTML, CSS, and JavaScript Basics
│ │ └── 🌍 Web Standards and Accessibility (WCAG)
│ ├── 🔸 Version Control
│ │ ├── 🔧 Git Basics (init, add, commit, push)
│ │ ├── 🧩 Branching and Merging
│ │ └── 🌐 GitHub/GitLab Usage
│ ├── 🔸 HTML
│ │ ├── 📋 Semantic HTML
│ │ ├── 🌟 Forms and Validations
│ │ └── 📑 SEO Best Practices
│ ├── 🔸 CSS
│ │ ├── 🎨 CSS Fundamentals (Selectors, Box Model)
│ │ ├── 💡 Flexbox and Grid Layouts
│ │ └── 🖼️ Responsive Design (Media Queries)
│ └── 🔸 JavaScript
│ ├── 🛠️ Core JavaScript (Variables, Loops, Functions)
│ ├── 📜 DOM Manipulation
│ └── 🔄 Events and APIs
├── 🔹 Intermediate Skills
│ ├── 🔸 Advanced JavaScript
│ │ ├── ✨ ES6+ Features (Arrow Functions, Promises, Async/Await)
│ │ ├── 🔀 Modules and Imports
│ │ └── 🧩 Error Handling
│ ├── 🔸 CSS Preprocessors and Frameworks
│ │ ├── 🧵 SASS/SCSS
│ │ ├── 📦 Bootstrap
│ │ └── 🌌 Tailwind CSS
│ ├── 🔸 Frontend Tools
│ │ ├── 🛠️ NPM/Yarn
│ │ ├── 🌟 Webpack/Vite
│ │ └── 📦 Package Management and Bundling
│ ├── 🔸 APIs and HTTP
│ │ ├── 🌐 Fetch and Axios
│ │ ├── 🔑 Authentication (JWT, OAuth)
│ │ └── 📝 REST and GraphQL Basics
│ └── 🔸 Testing
│ ├── ✅ Unit Testing (Jest, Mocha)
│ ├── 🧪 Integration Testing
│ └── 👀 Debugging Tools (Chrome DevTools)
├── 🔹 Frameworks and Libraries
│ ├── 🔸 React.js
│ │ ├── ⚛️ Component-Based Architecture
│ │ ├── 🔄 State Management (useState, useEffect, Context API)
│ │ └── 🧱 React Router
│ ├── 🔸 Vue.js
│ │ ├── 🖼️ Vue Basics (Directives, Components)
│ │ ├── 🔧 Vue Router
│ │ └── 🛠️ Vuex for State Management
│ ├── 🔸 Angular
│ │ ├── 📜 Components and Templates
│ │ ├── 💾 Services and Dependency Injection
│ │ └── 🗂️ RxJS and Observables
│ └── 🔸 Other Tools
│ ├── 🐾 jQuery (Optional)
│ ├── 🌟 Next.js/Nuxt.js
│ └── 🔥 Svelte
├── 🔹 Advanced Topics
│ ├── 🔸 State Management
│ │ ├── 🔄 Redux/Toolkit
│ │ ├── 🌟 MobX
│ │ └── ⚛️ Recoil
│ ├── 🔸 Progressive Web Apps (PWA)
│ │ ├── 🖥️ Service Workers
│ │ ├── 📜 Manifest Files
│ │ └── 🌐 Offline Functionality
│ ├── 🔸 Performance Optimization
│ │ ├── 🚀 Code Splitting
│ │ ├── ⚡ Lazy Loading
│ │ └── 🧩 Caching and Compression
│ ├── 🔸 Web Security
│ │ ├── 🔒 Content Security Policy (CSP)
│ │ ├── 🛡️ XSS and CSRF Protection
│ │ └── 🔑 Secure Cookies and HTTPS
│ └── 🔸 Build and Deployment
│ ├── 📂 CI/CD Pipelines (GitHub Actions, Netlify)
│ ├── 📦 Dockerizing Frontend Apps
│ └── 🌍 Hosting Platforms (Vercel, AWS, Firebase)
├── 🔹 Continuous Learning
│ ├── 🔸 Community and Networking
│ │ ├── 🐦 Follow Developers on X (@e_opore)
│ │ ├── 💬 Join Frontend Communities (Reddit, Discord)
│ │ └── 🎓 Attend Conferences and Meetups
│ ├── 🔸 Resources
│ │ ├── 📚 Frontend Books (Eloquent JavaScript, You Don’t Know JS)
│ │ ├── 🎥 YouTube Channels (Fireship, Traversy Media)
│ │ └── 🌐 Courses (freeCodeCamp, Udemy)
│ └── 🔸 Practice
│ ├── 📜 Build Projects (Clones, Dashboards)
│ ├── 💡 Contribute to Open Source
│ └── 🏆 Participate in Hackathons
Backend Developer Roadmap 🖥️⚙️
├── 🔹 Basics
│ ├── 🔸 Programming Languages
│ │ ├── 🐍 Python, 🌟 JavaScript, ☕ Java, or 🐘 PHP
│ │ ├── 💻 Data Structures and Algorithms
│ │ └── 📜 Object-Oriented Programming (OOP)
│ ├── 🔸 Version Control
│ │ ├── 🔧 Git Basics (init, add, commit, push)
│ │ ├── 🧩 Branching and Merging
│ │ └── 🌐 GitHub/GitLab Usage
│ └── 🔸 Command Line Basics
│ ├── 📂 File Manipulation
│ └── 🔍 Navigation
├── 🔹 Web Fundamentals
│ ├── 🔸 HTTP/HTTPS Protocols
│ │ ├── 📡 Request Methods (GET, POST, PUT, DELETE)
│ │ ├── 🔑 Secure Communication
│ │ └── 🗂️ Status Codes
│ ├── 🔸 REST APIs
│ │ ├── 📜 JSON and XML
│ │ ├── 🧾 API Documentation (Swagger, Postman)
│ │ └── 🌐 Consuming APIs
│ └── 🔸 Authentication
│ ├── 🔑 Session-based and Token-based
│ ├── 🛡️ OAuth2 and JWT
│ └── 🔒 Role-based Access Control
├── 🔹 Backend Frameworks
│ ├── 🔸 Node.js: Express.js, NestJS
│ ├── 🔸 Python: Django, Flask, FastAPI
│ ├── 🔸 Java: Spring Boot
│ ├── 🔸 PHP: Laravel, Symfony
│ └── 🔸 Ruby: Ruby on Rails
├── 🔹 Databases
│ ├── 🔸 Relational Databases
│ │ ├── 🐬 MySQL, 🐘 PostgreSQL
│ │ └── 🔄 Transactions and Joins
│ ├── 🔸 NoSQL Databases
│ │ ├── 🍃 MongoDB
│ │ ├── 🔴 Redis
│ │ └── 📚 Cassandra
│ └── 🔸 Database Management
│ ├── 🔍 Indexing
│ └── ⚙️ Normalization/Denormalization
├── 🔹 APIs and Microservices
│ ├── 🔸 Building APIs
│ │ ├── 🛠️ CRUD Operations
│ │ └── 📜 API Documentation
│ ├── 🔸 GraphQL
│ ├── 🔸 Microservices Architecture
│ │ ├── 🔗 Service Communication (REST, gRPC)
│ │ └── 🛎️ Service Discovery
│ └── 🔸 Event-Driven Architecture
├── 🔹 DevOps and Deployment
│ ├── 🔸 Server Management
│ │ ├── 🐧 Linux Basics
│ │ └── 🔧 Nginx/Apache Configuration
│ ├── 🔸 Cloud Platforms
│ │ ├── ☁️ AWS, Google Cloud, Azure
│ │ └── 🌍 Hosting and Scaling
│ ├── 🔸 Containerization
│ │ ├── 🐳 Docker
│ │ └── 🎛️ Kubernetes
│ └── 🔸 CI/CD Pipelines
│ ├── 🔄 GitHub Actions
│ ├── 🛠️ Jenkins
│ └── 📦 Deployment Automation
├── 🔹 Web Security
│ ├── 🔒 Secure Authentication
│ ├── 🛡️ XSS and CSRF Protection
│ ├── 🛠️ SQL Injection Prevention
│ └── 🌐 HTTPS and Secure Headers
├── 🔹 Testing and Monitoring
│ ├── ✅ Unit Testing
│ │ ├── 🧪 PyTest, Jest, Mocha
│ │ └── 🛠️ Integration Testing
│ └── 🔸 Monitoring Tools
│ ├── 📊 Prometheus, Grafana
│ ├── 🔍 Logging (ELK Stack)
│ └── 🛎️ Error Tracking (Sentry)
├── 🔹 Soft Skills and Industry Practices
│ ├── 🔸 Agile Methodologies
│ ├── 🔸 Code Documentation
│ ├── 🔸 System Design
│ │ ├── ⚖️ Load Balancing
│ │ ├── 🔄 Caching
│ │ └── 🗂️ Database Sharding
│ └── 🔸 Collaboration Tools
│ ├── 🗨️ Slack
│ ├── 📋 Jira
│ └── 📈 Confluence
├── 🔹 Basics
│ ├── 🔸 Programming Languages
│ │ ├── 🐍 Python, 🌟 JavaScript, ☕ Java, or 🐘 PHP
│ │ ├── 💻 Data Structures and Algorithms
│ │ └── 📜 Object-Oriented Programming (OOP)
│ ├── 🔸 Version Control
│ │ ├── 🔧 Git Basics (init, add, commit, push)
│ │ ├── 🧩 Branching and Merging
│ │ └── 🌐 GitHub/GitLab Usage
│ └── 🔸 Command Line Basics
│ ├── 📂 File Manipulation
│ └── 🔍 Navigation
├── 🔹 Web Fundamentals
│ ├── 🔸 HTTP/HTTPS Protocols
│ │ ├── 📡 Request Methods (GET, POST, PUT, DELETE)
│ │ ├── 🔑 Secure Communication
│ │ └── 🗂️ Status Codes
│ ├── 🔸 REST APIs
│ │ ├── 📜 JSON and XML
│ │ ├── 🧾 API Documentation (Swagger, Postman)
│ │ └── 🌐 Consuming APIs
│ └── 🔸 Authentication
│ ├── 🔑 Session-based and Token-based
│ ├── 🛡️ OAuth2 and JWT
│ └── 🔒 Role-based Access Control
├── 🔹 Backend Frameworks
│ ├── 🔸 Node.js: Express.js, NestJS
│ ├── 🔸 Python: Django, Flask, FastAPI
│ ├── 🔸 Java: Spring Boot
│ ├── 🔸 PHP: Laravel, Symfony
│ └── 🔸 Ruby: Ruby on Rails
├── 🔹 Databases
│ ├── 🔸 Relational Databases
│ │ ├── 🐬 MySQL, 🐘 PostgreSQL
│ │ └── 🔄 Transactions and Joins
│ ├── 🔸 NoSQL Databases
│ │ ├── 🍃 MongoDB
│ │ ├── 🔴 Redis
│ │ └── 📚 Cassandra
│ └── 🔸 Database Management
│ ├── 🔍 Indexing
│ └── ⚙️ Normalization/Denormalization
├── 🔹 APIs and Microservices
│ ├── 🔸 Building APIs
│ │ ├── 🛠️ CRUD Operations
│ │ └── 📜 API Documentation
│ ├── 🔸 GraphQL
│ ├── 🔸 Microservices Architecture
│ │ ├── 🔗 Service Communication (REST, gRPC)
│ │ └── 🛎️ Service Discovery
│ └── 🔸 Event-Driven Architecture
├── 🔹 DevOps and Deployment
│ ├── 🔸 Server Management
│ │ ├── 🐧 Linux Basics
│ │ └── 🔧 Nginx/Apache Configuration
│ ├── 🔸 Cloud Platforms
│ │ ├── ☁️ AWS, Google Cloud, Azure
│ │ └── 🌍 Hosting and Scaling
│ ├── 🔸 Containerization
│ │ ├── 🐳 Docker
│ │ └── 🎛️ Kubernetes
│ └── 🔸 CI/CD Pipelines
│ ├── 🔄 GitHub Actions
│ ├── 🛠️ Jenkins
│ └── 📦 Deployment Automation
├── 🔹 Web Security
│ ├── 🔒 Secure Authentication
│ ├── 🛡️ XSS and CSRF Protection
│ ├── 🛠️ SQL Injection Prevention
│ └── 🌐 HTTPS and Secure Headers
├── 🔹 Testing and Monitoring
│ ├── ✅ Unit Testing
│ │ ├── 🧪 PyTest, Jest, Mocha
│ │ └── 🛠️ Integration Testing
│ └── 🔸 Monitoring Tools
│ ├── 📊 Prometheus, Grafana
│ ├── 🔍 Logging (ELK Stack)
│ └── 🛎️ Error Tracking (Sentry)
├── 🔹 Soft Skills and Industry Practices
│ ├── 🔸 Agile Methodologies
│ ├── 🔸 Code Documentation
│ ├── 🔸 System Design
│ │ ├── ⚖️ Load Balancing
│ │ ├── 🔄 Caching
│ │ └── 🗂️ Database Sharding
│ └── 🔸 Collaboration Tools
│ ├── 🗨️ Slack
│ ├── 📋 Jira
│ └── 📈 Confluence
Javascript Roadmap:
📜 Basics:
Variables, data types, operators, control structures
🔌 DOM Manipulation:
Selecting, creating, and modifying HTML elements
📦 Packages:
NPM, Yarn, package.json, dependencies, devDependencies
🔧 Tools:
Git, Webpack, Babel, ESLint, Prettier
📡 Async Programming:
Promises, Async/Await, Callbacks
👥 Collaboration:
Github, Pull Requests, Code Reviews
🌐 APIs:
Fetch, AJAX, RESTful APIs
🎨 Frontend Frameworks:
React, Vue, Angular, Svelte
💻 Backend Frameworks:
Node.js, Express, Koa, Nest.js
📝 Databases:
SQL, MongoDB, Firebase
🚀 Deployment:
AWS, Heroku, Netlify, DigitalOcean, Hetzner
🧪 Testing:
Unit testing, integration testing, end-to-end testing
🔒 Security:
Authentication, Authorization
📈 Performance:
Optimization, lazy loading, code splitting
📜 Basics:
Variables, data types, operators, control structures
🔌 DOM Manipulation:
Selecting, creating, and modifying HTML elements
📦 Packages:
NPM, Yarn, package.json, dependencies, devDependencies
🔧 Tools:
Git, Webpack, Babel, ESLint, Prettier
📡 Async Programming:
Promises, Async/Await, Callbacks
👥 Collaboration:
Github, Pull Requests, Code Reviews
🌐 APIs:
Fetch, AJAX, RESTful APIs
🎨 Frontend Frameworks:
React, Vue, Angular, Svelte
💻 Backend Frameworks:
Node.js, Express, Koa, Nest.js
📝 Databases:
SQL, MongoDB, Firebase
🚀 Deployment:
AWS, Heroku, Netlify, DigitalOcean, Hetzner
🧪 Testing:
Unit testing, integration testing, end-to-end testing
🔒 Security:
Authentication, Authorization
📈 Performance:
Optimization, lazy loading, code splitting
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project titles :
1. Blood Cancer Identification using Hybrid Ensemble Deep Learning Technique
2. Breast Cancer Classification using CNN with Transfer Learning Models
3. Calorie Estimation of Food and Beverages using Deep Learning
4. Detection and Identification of Pills using Machine Learning Models
5. Detection of Cardiovascular Diseases in ECG Images Using Machine Learning
6. Development of Hybrid Image Caption Generation Method using Deep Learning
7. Dog Breed Classification using Inception-ResNet-V2
8. Forest Fire Detection using Convolutional Neural Networks (CNN)
9. Digital Image Forgery Detection Using Deep Learning
10. Kidney Cancer Detection using Deep Learning Models
11. Medicinal Herbs Identification
12. Monkeypox Diagnosis with Interpretable Deep Learning
13. Music Genre Classification Using Convolutional Neural Network
14. Pancreatic Cancer Classification using Deep Learning
15. Prediction of Lung Cancer using Convolution Neural Networks
16. Signature Fraud Detection using Deep Learning
17. Skin Cancer Prediction Using Deep Learning Techniques
18. Traffic Sign Classification using Deep Learning
19. Disease Classification in Wheat from Images Using CNN
20. Detection of Lungs Cancer through Computed Tomographic Images
21. A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders
22. A Machine Learning Model to Predict a Diagnosis of Brain Stroke
23. CO2 Emission Rating by Vehicles Using Data Science
24. Cyber Hacking Breaches Prediction and Detection Using Machine Learning
25. Fake Profile Detection on Social Networking Websites using Machine Learning
26. Crime Prediction Using Machine Learning and Deep Learning
27. Drug Recommendation System in Medical Emergencies using Machine Learning
28. Efficient Machine Learning Algorithm for Future Gold Price Prediction
29. Heart Disease Prediction With Machine Learning
30. House Price Prediction using Machine Learning Algorithm
31. Human Stress Detection Based on Sleeping Habits Using Machine Learning
IF ANY ONE NEED THE PROJECT FORM THE ABOVE TITLE CONTACT ME : @Killer2520
1. Blood Cancer Identification using Hybrid Ensemble Deep Learning Technique
2. Breast Cancer Classification using CNN with Transfer Learning Models
3. Calorie Estimation of Food and Beverages using Deep Learning
4. Detection and Identification of Pills using Machine Learning Models
5. Detection of Cardiovascular Diseases in ECG Images Using Machine Learning
6. Development of Hybrid Image Caption Generation Method using Deep Learning
7. Dog Breed Classification using Inception-ResNet-V2
8. Forest Fire Detection using Convolutional Neural Networks (CNN)
9. Digital Image Forgery Detection Using Deep Learning
10. Kidney Cancer Detection using Deep Learning Models
11. Medicinal Herbs Identification
12. Monkeypox Diagnosis with Interpretable Deep Learning
13. Music Genre Classification Using Convolutional Neural Network
14. Pancreatic Cancer Classification using Deep Learning
15. Prediction of Lung Cancer using Convolution Neural Networks
16. Signature Fraud Detection using Deep Learning
17. Skin Cancer Prediction Using Deep Learning Techniques
18. Traffic Sign Classification using Deep Learning
19. Disease Classification in Wheat from Images Using CNN
20. Detection of Lungs Cancer through Computed Tomographic Images
21. A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders
22. A Machine Learning Model to Predict a Diagnosis of Brain Stroke
23. CO2 Emission Rating by Vehicles Using Data Science
24. Cyber Hacking Breaches Prediction and Detection Using Machine Learning
25. Fake Profile Detection on Social Networking Websites using Machine Learning
26. Crime Prediction Using Machine Learning and Deep Learning
27. Drug Recommendation System in Medical Emergencies using Machine Learning
28. Efficient Machine Learning Algorithm for Future Gold Price Prediction
29. Heart Disease Prediction With Machine Learning
30. House Price Prediction using Machine Learning Algorithm
31. Human Stress Detection Based on Sleeping Habits Using Machine Learning
IF ANY ONE NEED THE PROJECT FORM THE ABOVE TITLE CONTACT ME : @Killer2520
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project titles :
1. Blood Cancer Identification using Hybrid Ensemble Deep Learning Technique
2. Breast Cancer Classification using CNN with Transfer Learning Models
3. Calorie Estimation of Food and Beverages using Deep Learning
4. Detection and Identification of Pills using Machine Learning Models
5. Detection of Cardiovascular Diseases in ECG Images Using Machine Learning
6. Development of Hybrid Image Caption Generation Method using Deep Learning
7. Dog Breed Classification using Inception-ResNet-V2
8. Forest Fire Detection using Convolutional Neural Networks (CNN)
9. Digital Image Forgery Detection Using Deep Learning
10. Kidney Cancer Detection using Deep Learning Models
11. Medicinal Herbs Identification
12. Monkeypox Diagnosis with Interpretable Deep Learning
13. Music Genre Classification Using Convolutional Neural Network
14. Pancreatic Cancer Classification using Deep Learning
15. Prediction of Lung Cancer using Convolution Neural Networks
16. Signature Fraud Detection using Deep Learning
17. Skin Cancer Prediction Using Deep Learning Techniques
18. Traffic Sign Classification using Deep Learning
19. Disease Classification in Wheat from Images Using CNN
20. Detection of Lungs Cancer through Computed Tomographic Images
21. A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders
22. A Machine Learning Model to Predict a Diagnosis of Brain Stroke
23. CO2 Emission Rating by Vehicles Using Data Science
24. Cyber Hacking Breaches Prediction and Detection Using Machine Learning
25. Fake Profile Detection on Social Networking Websites using Machine Learning
26. Crime Prediction Using Machine Learning and Deep Learning
27. Drug Recommendation System in Medical Emergencies using Machine Learning
28. Efficient Machine Learning Algorithm for Future Gold Price Prediction
29. Heart Disease Prediction With Machine Learning
30. House Price Prediction using Machine Learning Algorithm
31. Human Stress Detection Based on Sleeping Habits Using Machine Learning
IF ANY ONE NEED THE PROJECT FORM THE ABOVE TITLE CONTACT ME : @Killer2520
1. Blood Cancer Identification using Hybrid Ensemble Deep Learning Technique
2. Breast Cancer Classification using CNN with Transfer Learning Models
3. Calorie Estimation of Food and Beverages using Deep Learning
4. Detection and Identification of Pills using Machine Learning Models
5. Detection of Cardiovascular Diseases in ECG Images Using Machine Learning
6. Development of Hybrid Image Caption Generation Method using Deep Learning
7. Dog Breed Classification using Inception-ResNet-V2
8. Forest Fire Detection using Convolutional Neural Networks (CNN)
9. Digital Image Forgery Detection Using Deep Learning
10. Kidney Cancer Detection using Deep Learning Models
11. Medicinal Herbs Identification
12. Monkeypox Diagnosis with Interpretable Deep Learning
13. Music Genre Classification Using Convolutional Neural Network
14. Pancreatic Cancer Classification using Deep Learning
15. Prediction of Lung Cancer using Convolution Neural Networks
16. Signature Fraud Detection using Deep Learning
17. Skin Cancer Prediction Using Deep Learning Techniques
18. Traffic Sign Classification using Deep Learning
19. Disease Classification in Wheat from Images Using CNN
20. Detection of Lungs Cancer through Computed Tomographic Images
21. A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders
22. A Machine Learning Model to Predict a Diagnosis of Brain Stroke
23. CO2 Emission Rating by Vehicles Using Data Science
24. Cyber Hacking Breaches Prediction and Detection Using Machine Learning
25. Fake Profile Detection on Social Networking Websites using Machine Learning
26. Crime Prediction Using Machine Learning and Deep Learning
27. Drug Recommendation System in Medical Emergencies using Machine Learning
28. Efficient Machine Learning Algorithm for Future Gold Price Prediction
29. Heart Disease Prediction With Machine Learning
30. House Price Prediction using Machine Learning Algorithm
31. Human Stress Detection Based on Sleeping Habits Using Machine Learning
IF ANY ONE NEED THE PROJECT FORM THE ABOVE TITLE CONTACT ME : @Killer2520
Top 10 Web Development Technologies 🌐
1. 🟨 JavaScript — 98% usage
2. 🔵 TypeScript — 78% adoption
3. 🟢 Node.js — 75% backend choice
4. ⚛️ React — 70% frontend framework
5. 🅰️ Angular — 55% enterprise use
6. 💚 Vue.js — 49% growing popularity
7. 🐍 Python — 48% for full-stack
8. 💎 Ruby on Rails — 45% rapid development
9. 🐘 PHP — 43% widespread use
10. ☕️ Java — 40% enterprise solutions
1. 🟨 JavaScript — 98% usage
2. 🔵 TypeScript — 78% adoption
3. 🟢 Node.js — 75% backend choice
4. ⚛️ React — 70% frontend framework
5. 🅰️ Angular — 55% enterprise use
6. 💚 Vue.js — 49% growing popularity
7. 🐍 Python — 48% for full-stack
8. 💎 Ruby on Rails — 45% rapid development
9. 🐘 PHP — 43% widespread use
10. ☕️ Java — 40% enterprise solutions
🎯 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐒𝐤𝐢𝐥𝐥𝐬 𝐟𝐨𝐫 𝐏𝐫𝐨𝐝𝐮𝐜𝐭 𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 🔥
✅ A roadmap is the best way to kick-start your attempt to become a front-end developer.
📌 𝗕𝗮𝘀𝗶𝗰 𝗝𝗮𝘃𝗮𝗦𝗰𝗿𝗶𝗽𝘁 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. Data types
2. Functions
3. Scope in JavaScript
4. Closure
5. Event loop
6. Prototype and prototype chain
7. Class and inheritance
8. DOM
9. bind/call/apply
10. Promise
11. WebAPI
12. Task queue
13. Call stack
14. Async/await
15. Generators
16. Typescript
📌 𝗕𝗮𝘀𝗶𝗰 𝗛𝗧𝗠𝗟 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. block element
2. import
3. etc - infinite questions
📌 𝗕𝗮𝘀𝗶𝗰 𝗖𝗦𝗦 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. Class and other selectors
2. Pseudo Classes
3. Box Model
4. Pseudo Elements
5. CSS type - flex, grid, normal
6. How to center
7. pseudo classes and elements
8. All element states - active, hover
9. Media queries
10. Pre-processors - SCSS or LESS
1. mixins
11. CSS constants
12. BEM
13. Import
📌 𝗕𝗮𝘀𝗶𝗰 𝗪𝗲𝗯 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. Page rendering cycle
2. HTTP / HTTPS / https2
3. CORS
4. Local storage/Session storage
5. Cookie
6. JWT
7. XHR
8. Micro Frontend
9. REST/GraphQL/Socket connection
10. Browser Concepts
11. Debugging Application
12. Chrome Dev Tool Features
📌 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗝𝗮𝘃𝗮𝗦𝗰𝗿𝗶𝗽𝘁 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. OOPs concept
2. Design Patterns
a. Singleton
b. Provider
c. Prototype
d. Observer
e. Module
f. HOC
3. Understanding V8 in-depth
a. JIT
b. Interpreter
c. Execution
d. Compiler
4. Currying
📌 𝗕𝗮𝘀𝗶𝗰 𝗥𝗲𝗮𝗰𝘁𝗝𝗦 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀 (bonus): -
1. Introduction JSX
2. React Component
3. Component State and Props
4. Adding Style (CSS)
5. Functional and Class components
6. React Lifecycle Methods
7. Virtual DOM
8. React Hooks
9. Custom Hooks
10. Context API
11. Synthetic Events
12. Routing
13. Data Flow (Redux/Flux)
14. Server-Side Rendering
15. Unit Testing
16. Jest & React Testing Library
17. Mocking Data
18. Understanding Webpack (Bundler)
19. Babel, env, prettier, linter
ENJOY LEARNING👍👍
✅ A roadmap is the best way to kick-start your attempt to become a front-end developer.
📌 𝗕𝗮𝘀𝗶𝗰 𝗝𝗮𝘃𝗮𝗦𝗰𝗿𝗶𝗽𝘁 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. Data types
2. Functions
3. Scope in JavaScript
4. Closure
5. Event loop
6. Prototype and prototype chain
7. Class and inheritance
8. DOM
9. bind/call/apply
10. Promise
11. WebAPI
12. Task queue
13. Call stack
14. Async/await
15. Generators
16. Typescript
📌 𝗕𝗮𝘀𝗶𝗰 𝗛𝗧𝗠𝗟 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. block element
2. import
3. etc - infinite questions
📌 𝗕𝗮𝘀𝗶𝗰 𝗖𝗦𝗦 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. Class and other selectors
2. Pseudo Classes
3. Box Model
4. Pseudo Elements
5. CSS type - flex, grid, normal
6. How to center
7. pseudo classes and elements
8. All element states - active, hover
9. Media queries
10. Pre-processors - SCSS or LESS
1. mixins
11. CSS constants
12. BEM
13. Import
📌 𝗕𝗮𝘀𝗶𝗰 𝗪𝗲𝗯 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. Page rendering cycle
2. HTTP / HTTPS / https2
3. CORS
4. Local storage/Session storage
5. Cookie
6. JWT
7. XHR
8. Micro Frontend
9. REST/GraphQL/Socket connection
10. Browser Concepts
11. Debugging Application
12. Chrome Dev Tool Features
📌 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗝𝗮𝘃𝗮𝗦𝗰𝗿𝗶𝗽𝘁 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀:
1. OOPs concept
2. Design Patterns
a. Singleton
b. Provider
c. Prototype
d. Observer
e. Module
f. HOC
3. Understanding V8 in-depth
a. JIT
b. Interpreter
c. Execution
d. Compiler
4. Currying
📌 𝗕𝗮𝘀𝗶𝗰 𝗥𝗲𝗮𝗰𝘁𝗝𝗦 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀 (bonus): -
1. Introduction JSX
2. React Component
3. Component State and Props
4. Adding Style (CSS)
5. Functional and Class components
6. React Lifecycle Methods
7. Virtual DOM
8. React Hooks
9. Custom Hooks
10. Context API
11. Synthetic Events
12. Routing
13. Data Flow (Redux/Flux)
14. Server-Side Rendering
15. Unit Testing
16. Jest & React Testing Library
17. Mocking Data
18. Understanding Webpack (Bundler)
19. Babel, env, prettier, linter
ENJOY LEARNING👍👍
project titles :
1. Blood Cancer Identification using Hybrid Ensemble Deep Learning Technique
2. Breast Cancer Classification using CNN with Transfer Learning Models
3. Calorie Estimation of Food and Beverages using Deep Learning
4. Detection and Identification of Pills using Machine Learning Models
5. Detection of Cardiovascular Diseases in ECG Images Using Machine Learning
6. Development of Hybrid Image Caption Generation Method using Deep Learning
7. Dog Breed Classification using Inception-ResNet-V2
8. Forest Fire Detection using Convolutional Neural Networks (CNN)
9. Digital Image Forgery Detection Using Deep Learning
10. Kidney Cancer Detection using Deep Learning Models
11. Medicinal Herbs Identification
12. Monkeypox Diagnosis with Interpretable Deep Learning
13. Music Genre Classification Using Convolutional Neural Network
14. Pancreatic Cancer Classification using Deep Learning
15. Prediction of Lung Cancer using Convolution Neural Networks
16. Signature Fraud Detection using Deep Learning
17. Skin Cancer Prediction Using Deep Learning Techniques
18. Traffic Sign Classification using Deep Learning
19. Disease Classification in Wheat from Images Using CNN
20. Detection of Lungs Cancer through Computed Tomographic Images
21. A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders
22. A Machine Learning Model to Predict a Diagnosis of Brain Stroke
23. CO2 Emission Rating by Vehicles Using Data Science
24. Cyber Hacking Breaches Prediction and Detection Using Machine Learning
25. Fake Profile Detection on Social Networking Websites using Machine Learning
26. Crime Prediction Using Machine Learning and Deep Learning
27. Drug Recommendation System in Medical Emergencies using Machine Learning
28. Efficient Machine Learning Algorithm for Future Gold Price Prediction
29. Heart Disease Prediction With Machine Learning
30. House Price Prediction using Machine Learning Algorithm
31. Human Stress Detection Based on Sleeping Habits Using Machine Learning
IF ANY ONE NEED THE PROJECT FORM THE ABOVE TITLE CONTACT ME : @Killer2520
1. Blood Cancer Identification using Hybrid Ensemble Deep Learning Technique
2. Breast Cancer Classification using CNN with Transfer Learning Models
3. Calorie Estimation of Food and Beverages using Deep Learning
4. Detection and Identification of Pills using Machine Learning Models
5. Detection of Cardiovascular Diseases in ECG Images Using Machine Learning
6. Development of Hybrid Image Caption Generation Method using Deep Learning
7. Dog Breed Classification using Inception-ResNet-V2
8. Forest Fire Detection using Convolutional Neural Networks (CNN)
9. Digital Image Forgery Detection Using Deep Learning
10. Kidney Cancer Detection using Deep Learning Models
11. Medicinal Herbs Identification
12. Monkeypox Diagnosis with Interpretable Deep Learning
13. Music Genre Classification Using Convolutional Neural Network
14. Pancreatic Cancer Classification using Deep Learning
15. Prediction of Lung Cancer using Convolution Neural Networks
16. Signature Fraud Detection using Deep Learning
17. Skin Cancer Prediction Using Deep Learning Techniques
18. Traffic Sign Classification using Deep Learning
19. Disease Classification in Wheat from Images Using CNN
20. Detection of Lungs Cancer through Computed Tomographic Images
21. A Machine Learning Framework for Early-Stage Detection of Autism Spectrum Disorders
22. A Machine Learning Model to Predict a Diagnosis of Brain Stroke
23. CO2 Emission Rating by Vehicles Using Data Science
24. Cyber Hacking Breaches Prediction and Detection Using Machine Learning
25. Fake Profile Detection on Social Networking Websites using Machine Learning
26. Crime Prediction Using Machine Learning and Deep Learning
27. Drug Recommendation System in Medical Emergencies using Machine Learning
28. Efficient Machine Learning Algorithm for Future Gold Price Prediction
29. Heart Disease Prediction With Machine Learning
30. House Price Prediction using Machine Learning Algorithm
31. Human Stress Detection Based on Sleeping Habits Using Machine Learning
IF ANY ONE NEED THE PROJECT FORM THE ABOVE TITLE CONTACT ME : @Killer2520
If anyone wants final year major, resume projects, all years projects, and minor projects, feel free to contact us.
we are building the project based on your requirements.
👉please share to your friends and other colleges etc.👈
A good project makes resume more weightage and helps you to place in a good company.🎉🎊
Complete project execution and project deployment, etc. 🔗👍📈
DM here for any queries:👍📝📚
we are building the project based on your requirements.
👉please share to your friends and other colleges etc.👈
A good project makes resume more weightage and helps you to place in a good company.🎉🎊
Complete project execution and project deployment, etc. 🔗👍📈
DM here for any queries:👍📝📚
http://coe1.annauniv.edu
All years result published
https://aucoe.annauniv.edu/regular_result/index.php
https://aucoe.annauniv.edu/result_aff.php
Hope u all got good marks 👍
Stay tuned and share with all
☺️😇
All years result published
https://aucoe.annauniv.edu/regular_result/index.php
https://aucoe.annauniv.edu/result_aff.php
Hope u all got good marks 👍
Stay tuned and share with all
☺️😇
aucoe.annauniv.edu
Controller of Examinations,Anna University, Chennai - 600 025
Controller of Examinations, Anna University, Chennai