Course & Resource Library
Browse verified courses, hands-on labs, and projects. Hit "+ Add to Path" to inject any resource into your active roadmap.
Python for Data Science & AI Foundations
Master Python programming fundamentals, data structures, and essential data analysis libraries like Pandas and NumPy.
Deep Learning Specialization & Neural Networks
Understand foundational deep learning concepts, construct neural networks from scratch, and train models using PyTorch.
Large Language Models & GenAI Application Development
Build production-grade GenAI apps with Retrieval-Augmented Generation (RAG), vector databases (Chroma/Pinecone), and agentic workflows.
Fine-Tuning Open Source Models (Llama 3 & Mistral)
Learn techniques for fine-tuning large open-source models including LoRA, QLoRA, and RLHF on custom datasets.
Modern JavaScript (ES6+) & TypeScript Mastery
Complete coverage of modern JavaScript features and TypeScript type system for building scalable full-stack applications.
React 18 & State Management Deep Dive
Master React 18 features including Suspense, Server Components, and modern state management with Zustand and React Query.
Node.js & Express Backend Development
Build production-ready REST APIs and backend services with Node.js, Express, middleware patterns, and authentication.
PostgreSQL & Prisma ORM Mastery
Design relational schemas, write complex queries, and use Prisma ORM for type-safe database access in TypeScript applications.
System Design Fundamentals for SaaS
Learn how to design scalable, reliable SaaS architectures including microservices, event-driven systems, and multi-tenancy.
Docker & Kubernetes for Developers
Containerize applications with Docker, orchestrate with Kubernetes, and deploy to production with Helm charts.
CI/CD Pipelines with GitHub Actions
Automate testing, building, and deployment using GitHub Actions with best practices for continuous integration and delivery.
AWS / Cloud Platform Fundamentals
Comprehensive guide to cloud computing with AWS covering EC2, S3, Lambda, RDS, and cloud architecture patterns.
Data Pipeline Engineering with Apache Spark
Design and build scalable ETL pipelines with Apache Spark, Kafka, and modern data lakehouse architectures.
SQL & Data Modeling for Analytics
Master advanced SQL queries, window functions, CTEs, and dimensional modeling for analytics-ready data warehouses.
Build a Production SaaS Application
Capstone project: Build a complete multi-tenant SaaS application from scratch with authentication, payments, CI/CD, and deployment.
Cybersecurity Fundamentals & Ethical Hacking
Learn core cybersecurity concepts, threat modeling, penetration testing basics, and security best practices for web applications.