Full-Stack & Intelligent Systems
Advanced – Full-Stack & Intelligent Systems
Deploy applications that process real-world data intelligently. Spring Boot APIs, neural networks, and generative AI.
About This Course
Tier 3 is where everything comes together. You will build production-grade backend APIs with Java Spring Boot, train neural networks with Python, and integrate Generative AI into real applications. This is the tier that prepares you for internships, job placements, and your first real developer role. You will graduate with a Smart Portfolio App — a deployable full-stack project with AI capabilities.
What You'll Learn
Curriculum
From decision trees to multi-layer perceptrons. Build, train, and evaluate real models.
- scikit-learn pipelines
- Classification & clustering
- Neural network architecture
- Keras with TensorFlow backend
- Model evaluation & tuning
Capstone Project
Smart Portfolio App
A full-stack web application with a Spring Boot REST API backend, Python ML recommendation engine, and Generative AI chatbot — fully deployed and production-ready.
Course FAQs
What's Included
- Spring Boot production REST APIs
- Portfolio-grade capstone project
- Generative AI & LLM API integration
- Interview preparation sessions
- Job placement support
- GitHub & resume review
- Full-stack deployment pipeline
- C++ performance optimization
- Neural networks with Keras/TensorFlow
- Advanced certification