Data science roadmap.

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A-Z Complete Full-Stack web 🔥

Development Roadmap👇

1.Web Fundamentals:
• HTML
• CSS
• JavaScript Basics

2. Front-End beginner:
• Advanced HTML
• Advanced CSS
• Responsive Design
• CSS Grid
• Flexbox

- JavaScript Frameworks:
• React.js
• Angular
• Vue.js

- State Management:
• Redux,
• Context API (React),
• Vuex (Vue)

- Styling Libraries:
• Bootstrap
• Material-UI
• Tailwind CSS

- Build Tools:
• Webpack
• Parcel

- Version Control:
• Git
• GitHub
• GitLab

3. Back-End Beginner:
- Server-Side Languages:
• Node.js (JavaScript)
• Python
• Ruby
• Java
• C#

- Web Frameworks:
• Express.js (Node.js)
• Django (Python)
• Ruby on Rails (Ruby)

- Databases:
• SQL
• NoSQL

- API Development:
• RESTful APIs
• GraphQL

- Authentication & Authorization:
• JWT
• OAuth

- ORM/ODM:
• Sequelize (Node.js)
• SQLAlchemy (Python)
• ActiveRecord (Ruby)

- Web Security:
• OWASP Top Ten
• HTTPS
• CORS

4. Database Management:
- Database Modeling:
• ER Diagrams
• Database Normalization

- Advanced Queries:
• Joins
• Subqueries
• Indexing

- Transactions and Concurrency:
• ACID Properties
• Locking Mechanisms

5. API & Microservices:
- RESTful API Design:
• API Endpoints
• HTTP Methods

- Microservices Architecture:
• Docker
• Kubernetes

- Message Brokers:
• RabbitMQ
• Apache Kafka

6. Testing:
- Unit Testing:
• Jest (JavaScript)
• pytest (Python)
• RSpec (Ruby)

- Integration Testing:
• SuperTest (Node.js)
• Requests (Python)

- CI/CD:
• Jenkins
• GitLab CI
• Travis CI

7. Front-End Advanced:
- Front-End Frameworks:
• Next.js (React)
• Nuxt.js (Vue.js)

- State Management:
• MobX (React)
• Vuex (Vue.js)
• Server-Side Rendering (SSR)
• Static Site Generation (SSG)

8. Back-End Advanced:
- Serverless Architecture:
• AWS Lambda
• Azure Functions

- GraphQL:
• Apollo Server
• Express-GraphQL

- WebSockets:
• Socket. io (Node.js)
• Action Cable (Ruby on Rails)

9. DevOps and Deployment:
- Cloud Platforms:
• AWS
• Azure
• Google Cloud Platform

- Server Configuration:
• Nginx
• Apache

- Load Balancing and Scaling:
• HAProxy
• NGINX Load Balancer

- Monitoring and Logging:
• Prometheus,
• ELK Stack (Elasticsearch, Logstash, Kibana)

10. Mobile Development (Optional):
• React Native (React)
• Flutter (Dart)

11.Version Control:
• Git
• GitHub Actions
• GitLab CI/CD

12.Other Skills:
- Agile Methodologies:
• Scrum
• Kanban

- Soft Skills:
• Communication
• Problem-Solving
• Time Management

------------- END ---------

@EmmersiveLearning

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🐙 GitHub API
📞 Twilio API
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@EmmersiveLearning

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Frontend vs Backend.