Structured Learning Paths
Clear, step-by-step technical roadmaps designed to take you from foundational syntax to industry job readiness.
Python Developer Path
A step-by-step track taking you from zero coding experience to building backend systems and tools with Python.
Step-by-Step Curriculum Roadmap
Python Basics & Logic
Variables, loops, functions, logic building
Object Oriented Programming
Classes, inheritance, encapsulation, patterns
Data Structures & Algorithms
Lists, stacks, queues, hash maps, sorting
SQL & Database Design
PostgreSQL, relational tables, joins, queries
Backend Development & APIs
Building RESTful endpoints & file systems
Portfolio Projects
Build and deploy 3 real-world Python applications
AI & Data Science Engineer Path
Transform data into predictive intelligence and deep neural networks with Python, ML algorithms, and TensorFlow.
Step-by-Step Curriculum Roadmap
Python & Math Foundations
Python syntax, linear algebra, statistics
NumPy & Pandas Analytics
Data manipulation, cleaning, EDA
Data Visualization & SQL
Matplotlib, Seaborn, SQL data extraction
Machine Learning Engineering
Scikit-learn models, tuning, evaluation
Deep Learning & Neural Nets
TensorFlow, Keras, CNNs, model deployment
AI Capstone Projects
Deploy image classifier & NLP spam filter
Full Stack Web Developer Path
Master frontend React interfaces and backend Node.js microservices with PostgreSQL databases.
Step-by-Step Curriculum Roadmap
HTML5, CSS3 & Responsive UI
Layouts, Tailwind CSS, modern styling
JavaScript Mastery
Async JS, DOM, Fetch API, ES6+ features
React Frontend Architecture
Components, hooks, router, state management
Node & Express Backend APIs
REST architecture, middleware, controllers
PostgreSQL Relational DB
Schemas, SQL queries, connections
Full Stack Deployment
Session auth, cloud hosting, production build