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Generative AI & AI & Machine LearningrouteCareer Aligned Arc

Advanced Executive Program In Applied Generative AI

Bridge neural network science with production-scale deployment. Master prompt matrices, vector storage solutions, fine-tuning scripts, and security pipelines.

scheduleTIMELINE: 4 Months
signal_cellular_altLEVEL: Advanced
menu_bookEXAMS: 2 Professional Exams
Accrediting Board
verifiedIITM Pravartak
Next Cohort Launches
calendar_month28th May '26
check_circleActive direct coaching with lead architects
check_circleHands-on server infrastructure labs
check_circlePost-certification placement and matching
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Syllabus Outcomes

doneBuild high-performance Retrieval-Augmented Generation (RAG) engines.
doneDeploy scalable, multi-agent frameworks capable of tool execution.
doneMinimize model hallucinations through programmatic guardrail systems.
doneMonitor generative workloads in production using LLMOps pipelines.

Course Modules

Module 1

Applied LLM Architectures

  • Evaluating proprietary and open-weight models (GPT-4 vs Llama-3)
  • Context engineering, token boundaries, and price modeling
  • Deploying custom semantic routing layers at enterprise gateway boundaries
Module 2

Vector Search & Retrieval (RAG)

  • Embedding vectors mathematical models and distance indices
  • Optimizing hybrid semantic search, reranking, and metadata filtering
  • Integrating Pinecone, Qdrant, and PGVector with backend clusters
Module 3

Orchestration & Tool Matrices

  • Constructing agent templates and state charts using CrewAI
  • Memory consolidation and persistent session systems
  • Implementing secure output validation layers using Guardrails AI
Module 4

LLMOps & System Deployment

  • Monitoring input/output data distribution drift with Evidently AI
  • Deploying models to container systems using Docker and Kubernetes
  • Enforcing strict corporate data isolation and privacy regulations

Core Skill Matrix

RAG SystemsVector DatabasesAgent OrchestrationGuardrails AIEvidently AILLMOps

Study Preparation

  • auto_storiesAll visual slides and technical blueprint guides included.
  • terminalAccess to simulated exam networks and sandbox setups.
  • groupDirect Slack and forums channels with certified alumni.