Technology Roadmaps
Structured learning paths for mastering various technologies
A) Problem Solving Roadmaps
Problem Solving using C
Master algorithmic thinking and efficient coding techniques with C.
- Data Structures Implementation
- Pointer Manipulation
- Memory Optimization
Problem Solving using C++
Leverage STL and modern C++ features for efficient problem solving.
- STL Containers & Algorithms
- Template Metaprogramming
- Competitive Coding Patterns
Problem Solving using Java
Develop efficient solutions using Java's robust standard library.
- Collections Framework
- Streams & Lambdas
- Concurrency Patterns
Problem Solving using Python
Solve complex problems with Python's expressive syntax and libraries.
- Built-in Data Structures
- Standard Library Modules
- Functional Programming
B) Programming Languages
C Programming
Master the fundamentals of C programming from basic syntax to advanced memory management.
- Variables & Data Types
- Pointers & Memory
- Data Structures
C++ Programming
From OOP concepts to modern C++ features and STL for competitive programming.
- OOP Principles
- STL Containers
- Templates
Java Programming
Complete path from Java basics to enterprise development with Spring framework.
- Core Java
- Collections Framework
- Multithreading
Python Programming
From Python basics to advanced concepts and popular frameworks.
- Python Basics
- OOP in Python
- Popular Libraries
C) Databases
MySQL Database
Master the world's most popular open-source relational database.
- SQL Fundamentals
- Database Design
- Performance Tuning
SQL Server
Comprehensive guide to Microsoft's enterprise database system.
- T-SQL Programming
- SSIS & SSRS
- High Availability
Oracle Database
Master Oracle's powerful enterprise database system.
- PL/SQL Programming
- Performance Tuning
- RAC & Data Guard
MongoDB
Master the leading NoSQL document database.
- Document Modeling
- Aggregation Framework
- Sharding & Replication
D) Full Stack Development
HTML
Master the foundation of web development.
- HTML5 Semantics
- Forms & Validation
- Accessibility
CSS
Style your web applications like a pro.
- CSS3 Features
- Flexbox & Grid
- Animations
Bootstrap 5
Build responsive websites quickly.
- Grid System
- Components
- Customization
JavaScript
Master the language of the web.
- ES6+ Features
- DOM Manipulation
- Async Programming
Node.js
JavaScript runtime for server-side development.
- Core Modules
- NPM Ecosystem
- Performance Optimization
Express.js
Minimalist web framework for Node.js.
- Routing
- Middleware
- Error Handling
React.js
Popular JavaScript library for building UIs.
- Components
- Hooks
- State Management
E) Data Science
Data Science
End-to-end data science workflow.
- Data Wrangling
- Exploratory Analysis
- Statistical Modeling
Artificial Intelligence
Comprehensive AI learning path.
- Python for AI
- Machine Learning
- Neural Networks
Generative AI
From transformer architectures to practical applications.
- Transformer Architecture
- LLM Fundamentals
- Prompt Engineering
Neural Networks
Deep dive into neural network architectures.
- Perceptrons
- Backpropagation
- CNN & RNN
Natural Language Processing
Process and analyze human language data.
- Text Preprocessing
- Word Embeddings
- Transformer Models
Machine Learning
From classical algorithms to modern techniques.
- Supervised Learning
- Unsupervised Learning
- Model Evaluation
Deep Learning
Advanced neural network architectures.
- TensorFlow/PyTorch
- Computer Vision
- Transfer Learning
F) Cloud Computing
Amazon Web Services
Master the world's leading cloud platform.
- EC2 & S3
- Lambda & Serverless
- Security & IAM
Google Cloud
Google's comprehensive cloud computing services.
- Compute Engine
- BigQuery & Dataflow
- Kubernetes Engine
Oracle Cloud
Oracle's enterprise-grade cloud infrastructure.
- OCI Fundamentals
- Autonomous Database
- Cloud Applications
Microsoft Azure
Microsoft's cloud computing service.
- Virtual Machines
- Azure Functions
- Cosmos DB
IBM Cloud
IBM's suite of cloud computing services.
- Watson AI
- Cloud Foundry
- Blockchain
Salesforce
Customer relationship management solution.
- CRM Fundamentals
- Lightning Platform
- Apex Programming
G) Mobile Android App Development
Flutter
Google's UI toolkit for cross-platform apps.
- Dart Language
- Widgets & State
- Platform Channels
React Native
Build native apps using React.
- Components
- Native Modules
- Performance Optimization
Kotlin
Modern language for Android development.
- Kotlin Basics
- Android Integration
- Coroutines
Ionic
Cross-platform mobile app development.
- Web Technologies
- Capacitor/Cordova
- UI Components
H) Mobile iOS App Development
SwiftUI
Modern UI framework for all Apple platforms.
- Declarative Syntax
- Views & Modifiers
- State Management
UIKit
Traditional framework for iOS development.
- View Controllers
- Auto Layout
- Storyboards & XIBs