Enrollment openApplied AI

AI Learning Pathway

Andhra Pradesh students: APSCHE-approved — academic credit awarded by your university, plus a completion certificate.

Professionals & other learners: completion certificate issued by Qubico with Amaravati Quantum Valley.

Eight weeks from AI fundamentals to Frugal AI — building systems that work under real constraints on cost, compute and energy.

Build a working mental model of AI — from the statistical and mathematical foundations to modern deep learning, without heavy formalism.
Understand the major architectures: CNNs, RNNs, attention, transformers and large language models, including how they are trained and aligned.
Diagnose where cost, latency and energy actually accumulate across the AI stack — input, model, compute, orchestration, infrastructure.
Apply input-layer optimisation: prompt compression, structured prompting, context optimisation, caching and token-efficient architectures.
Compress and deploy models using distillation, quantisation, LoRA and QLoRA, pruning, sparsity and mixture-of-experts.
Design deployment architecture for real cost behaviour — autoscaling, event-driven inference, model routing, hybrid cloud-edge and FinOps-aware management.
Connect frugal design to responsible AI: accessibility, environmental impact, auditability and equitable deployment.

Duration

45h

Pacing

Self Paced

Access Start Date

18 Aug 2026

Price

₹590

Credits

Code

Q213