Learning roadmaps
16 roadmaps, each an ordered sequence of real guides, courses, and projects for a specific goal. A roadmap is a suggested order to learn in, not a certifiable, assessed course path -- every roadmap here is exactly that, honestly.
AI and Generative AI Engineer
From neural network intuition to building grounded, cited retrieval-augmented AI applications.
Backend Developer
Learn server-side logic, REST APIs, and relational databases.
Cloud and DevOps Engineer
Containers, orchestration, and automated deployment pipelines.
Complete Beginner to Web Developer
Start with zero coding experience and build up to a working, deployed-quality personal website and an interactive JavaScript application.
Cybersecurity Foundations
Understand common vulnerability classes and build the habit of reviewing code like an attacker.
Data Analyst
Analyze and communicate insights from data using SQL, Excel, and Python's data stack.
Data Scientist
Python plus the numeric computing stack, for building models and analyzing complex data.
Database Developer
Relational data modeling and query design, plus an orientation to NoSQL alternatives.
Frontend Developer
Go from HTML/CSS/JavaScript fundamentals to building interactive UIs with a modern framework.
Full-Stack Developer
Combine frontend and backend skills into one coherent path: UI, API, and database.
Java Developer
A guide-based roadmap into Java and enterprise backend development with Spring Boot.
Mobile App Developer
An orientation to native and cross-platform mobile development options.
Placement and Job Readiness
Quantitative aptitude, reasoning, group discussion, and interview preparation for campus placements.
Python Developer
General-purpose Python programming, from syntax to a real project.
Software Testing and Automation
From testing fundamentals to automated browser and API testing.
Zero to AI Builder
Start with zero coding experience and build up to a real, cited retrieval-augmented AI application.