Learning Paths

Comprehensive educational plans for your career development

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Web Development Paths

Frontend Development

Beginner to Advanced 6 months

Master modern frontend development from fundamentals to advanced frameworks and best practices.

Stage 1: Fundamentals (4 weeks)

  • HTML5 Structure and Semantics
  • CSS3 Styling and Layouts
  • JavaScript Basics and DOM Manipulation
  • Responsive Design Principles
  • Version Control with Git
Recommended Resources:
  • MDN Web Docs
  • freeCodeCamp Frontend Certification
  • CSS Tricks

Stage 2: Modern JavaScript (6 weeks)

  • ES6+ Features
  • Asynchronous JavaScript
  • JavaScript Modules
  • Error Handling
  • HTTP Requests and APIs
  • Local Storage and Cookies
Recommended Resources:
  • JavaScript.info
  • Eloquent JavaScript
  • JavaScript30 by Wes Bos

Stage 3: Frontend Frameworks (8 weeks)

  • React.js Fundamentals
  • Component Architecture
  • State Management (Redux, Context API)
  • Routing in SPAs
  • API Integration
  • Testing Frontend Applications
Recommended Resources:
  • React Documentation
  • React for Beginners by Wes Bos
  • Redux Documentation

Stage 4: Advanced Frontend (8 weeks)

  • Performance Optimization
  • Accessibility (A11y)
  • Progressive Web Apps
  • Advanced State Management
  • Animation and Transitions
  • Security Best Practices
Recommended Resources:
  • Web.dev by Google
  • Frontend Masters
  • Smashing Magazine

Key Projects:

  • Responsive Portfolio Website
  • Interactive Dashboard with API Integration
  • E-commerce Single Page Application
  • Progressive Web App with Offline Support

Learning Resources:

Full-Stack Development with MERN

Intermediate to Advanced 8 months

Become a full-stack developer with MongoDB, Express, React, and Node.js.

Stage 1: Frontend Foundations (8 weeks)

  • HTML, CSS, and JavaScript Fundamentals
  • React.js Components and Hooks
  • State Management with Redux
  • Frontend Routing
  • UI Libraries (Material-UI, Bootstrap)

Stage 2: Backend Development (8 weeks)

  • Node.js Fundamentals
  • Express.js Framework
  • RESTful API Design
  • Authentication and Authorization
  • Error Handling and Middleware

Stage 3: Database Integration (6 weeks)

  • MongoDB Fundamentals
  • Mongoose ODM
  • CRUD Operations
  • Data Validation
  • Indexing and Performance

Stage 4: Advanced Full-Stack Topics (10 weeks)

  • Socket.io for Real-time Applications
  • File Upload and Management
  • Payment Gateway Integration
  • Testing Full-Stack Applications
  • CI/CD for MERN Applications
  • Deployment and DevOps

Key Projects:

  • Blog Platform with User Authentication
  • Real-time Chat Application
  • E-commerce Platform with Payment Integration
  • Social Media Dashboard with Analytics

Learning Resources:

Data Science Paths

Data Science and Machine Learning

Intermediate 9 months

Master data science fundamentals, machine learning algorithms, and practical applications.

Stage 1: Python for Data Science (6 weeks)

  • Python Programming Fundamentals
  • NumPy and Pandas
  • Data Manipulation and Cleaning
  • Data Visualization with Matplotlib and Seaborn
  • Statistical Analysis with Python

Stage 2: Machine Learning Fundamentals (10 weeks)

  • Supervised Learning Algorithms
  • Unsupervised Learning Algorithms
  • Model Evaluation and Validation
  • Feature Engineering
  • Scikit-learn Library

Stage 3: Deep Learning (8 weeks)

  • Neural Networks Fundamentals
  • TensorFlow and Keras
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Transfer Learning

Stage 4: Applied Data Science (12 weeks)

  • Natural Language Processing
  • Computer Vision
  • Time Series Analysis
  • Recommendation Systems
  • Big Data Processing
  • MLOps and Model Deployment

Key Projects:

  • Exploratory Data Analysis on Real-World Dataset
  • Predictive Model for Business Metrics
  • Image Classification System
  • Natural Language Processing Application

Learning Resources:

Mobile Development Paths

Cross-Platform Mobile Development

Intermediate 7 months

Learn to build mobile applications for iOS and Android using React Native.

Stage 1: JavaScript and React Fundamentals (6 weeks)

  • Modern JavaScript (ES6+)
  • React Core Concepts
  • Component Architecture
  • State Management in React
  • Asynchronous Programming

Stage 2: React Native Basics (8 weeks)

  • React Native Setup and Tooling
  • React Native Components
  • Styling and Layout with Flexbox
  • Navigation in React Native
  • Managing Forms and User Input

Stage 3: Advanced React Native (10 weeks)

  • Device APIs and Native Modules
  • Animation and Gestures
  • State Management with Redux
  • Data Persistence and Storage
  • Performance Optimization

Stage 4: Production and Deployment (4 weeks)

  • Testing React Native Apps
  • CI/CD for Mobile Apps
  • App Store and Play Store Preparation
  • Analytics and Monitoring
  • App Updates and Maintenance

Key Projects:

  • Weather App with Location Services
  • Social Media Client App
  • E-commerce Mobile App
  • Fitness Tracking App with Device Integration

Learning Resources:

Flutter App Development

Beginner to Intermediate 6 months

Master Flutter framework to build beautiful, natively compiled applications for mobile, web, and desktop from a single codebase.

Stage 1: Dart Programming Language (4 weeks)

  • Dart Syntax and Basics
  • Object-Oriented Programming in Dart
  • Asynchronous Programming
  • Error Handling
  • Collections and Generics

Stage 2: Flutter Fundamentals (6 weeks)

  • Flutter Architecture and Widgets
  • UI Layout and Design
  • Navigation and Routing
  • State Management Basics
  • Working with Assets and Resources

Stage 3: Advanced Flutter Development (8 weeks)

  • Advanced State Management (Provider, Bloc, Riverpod)
  • Working with APIs and Networking
  • Local Storage and Database Integration
  • Firebase Integration
  • Custom Animations and Transitions

Stage 4: Deployment and Professional Development (6 weeks)

  • Testing and Debugging Flutter Apps
  • Performance Optimization
  • Packaging for App Stores
  • Continuous Integration and Delivery
  • Flutter for Web and Desktop

Key Projects:

  • Task Management App with Local Storage
  • Social Media Client with API Integration
  • E-commerce App with Firebase Backend
  • Multi-platform App with Shared Codebase

Learning Resources:

DevOps and Cloud Engineering Paths

DevOps Engineering

Intermediate to Advanced 10 months

Master DevOps practices, tools, and methodologies for modern software delivery.

Stage 1: DevOps Foundations (6 weeks)

  • Linux Systems Administration
  • Bash Scripting
  • Version Control with Git
  • CI/CD Concepts
  • Networking Fundamentals

Stage 2: Containerization and Orchestration (8 weeks)

  • Docker Fundamentals
  • Container Networking and Storage
  • Kubernetes Architecture
  • Deploying and Managing Applications on Kubernetes
  • Helm Charts

Stage 3: Infrastructure as Code (8 weeks)

  • Terraform
  • Ansible
  • CloudFormation (AWS)
  • Infrastructure Testing
  • Configuration Management

Stage 4: Cloud Platforms and Services (10 weeks)

  • AWS Core Services
  • Azure or GCP Fundamentals
  • Cloud Security Practices
  • Serverless Architecture
  • Microservices Deployment

Stage 5: Monitoring and Observability (8 weeks)

  • Prometheus and Grafana
  • ELK/EFK Stack
  • Distributed Tracing
  • Alerting and Incident Response
  • SRE Principles

Key Projects:

  • Automated CI/CD Pipeline for Web Application
  • Kubernetes Cluster Setup and Management
  • Infrastructure as Code for Multi-Environment Deployment
  • Comprehensive Monitoring Solution for Microservices

Learning Resources:

IT Engineering Paths

Information Technology Engineering

Beginner to Advanced 12 months

Comprehensive path for IT engineers covering systems, networks, security, and infrastructure management.

Stage 1: IT Fundamentals (8 weeks)

  • Computer Hardware Architecture
  • Operating Systems (Windows, Linux, macOS)
  • Networking Basics
  • Command Line Interfaces
  • Introduction to Virtualization

Stage 2: Network Infrastructure (10 weeks)

  • Network Protocols and Models
  • IP Addressing and Subnetting
  • Routing and Switching
  • Wireless Networks
  • Network Security Fundamentals
  • Network Monitoring and Troubleshooting

Stage 3: Systems Administration (10 weeks)

  • Windows Server Administration
  • Linux Server Administration
  • Active Directory and LDAP
  • Virtualization with VMware/Hyper-V
  • Backup and Recovery Solutions
  • Automation with PowerShell and Bash

Stage 4: Cloud Computing (8 weeks)

  • Cloud Concepts and Service Models
  • AWS Core Services
  • Microsoft Azure Fundamentals
  • Cloud Security
  • Infrastructure as Code
  • Serverless Computing

Stage 5: IT Security (8 weeks)

  • Security Principles and Frameworks
  • Threat Detection and Vulnerability Assessment
  • Firewall and Network Security
  • Encryption and Authentication
  • Security Incident Response
  • Compliance and Governance

Stage 6: IT Project Management (6 weeks)

  • IT Service Management (ITIL)
  • Project Planning and Estimation
  • Resource Management
  • Risk Assessment
  • Documentation and Knowledge Management
  • IT Leadership and Communication

Key Projects:

  • Design and Implement a Small Business Network
  • Build a Virtualized Server Environment
  • Migrate On-premises Infrastructure to Cloud
  • Develop a Comprehensive Security Plan
  • Create a Disaster Recovery Solution

Learning Resources: