Artificial Intelligence

Agentic AI

Build production-grade autonomous AI systems at enterprise scale. Master custom agent frameworks, multi-modal agents, advanced reasoning, autonomous code generation, governance, and large-scale agent deployment.

Level: AdvancedArtificial Intelligence

What You'll Learn

Custom agent frameworks & DSPy
Tree-of-thought & advanced reasoning
Autonomous code generation agents
Multi-modal agent pipelines (vision + text)
Agent fine-tuning with RLHF
Enterprise security & governance for agents
Agent evaluation frameworks & benchmarks
Large-scale deployment & cost management
Capstone: production autonomous system

What's Included

🧭AI Tutor🔒

Interactive learning path with AI-generated lessons read aloud by your personal tutor

🧪Practice Lab🔒

Step-by-step lab instructions with AI guidance — run in your own IDE or sandbox.

🎙️Mock Interviews🔒

AI interviewer asks tailored questions, gives real-time feedback and a score report

📝Evaluation🔒

MCQ questions (theory, practical, code) to test your knowledge and earn a badge

⚔️Challenge AI🔒

Compete head-to-head against AI on real production problems — judged on correctness, performance, scalability, code quality, and edge cases

Course Syllabus

Module 1: Advanced Reasoning Architectures

  • •Tree-of-thought prompting
  • •Self-consistency sampling
  • •Reflexion & self-critique agents
  • •Chain-of-thought distillation
  • •Reasoning evaluation metrics

Module 2: Custom Agent Frameworks

  • •DSPy for agent programming
  • •Building custom agent runtimes
  • •Agent memory with knowledge graphs
  • •Tool chaining & meta-tools
  • •Framework benchmarking

Module 3: Multi-Modal & Code Agents

  • •Vision-language agent pipelines
  • •Autonomous code generation (SWE-agent)
  • •Sandboxed code execution
  • •Multi-modal tool use
  • •Debugging agentic codebases

Module 4: Fine-Tuning & Specialisation

  • •RLHF for agent behaviour
  • •Agent-specific fine-tuning datasets
  • •Reward modelling
  • •Constitutional AI for agents
  • •Evaluation-driven fine-tuning loops

Module 5: Enterprise Governance & Scale

  • •Agent audit trails & compliance
  • •Role-based agent access control
  • •Cost governance & budget agents
  • •Horizontal scaling of agent fleets
  • •Capstone: enterprise autonomous system

You're all set

Everything in this course is unlocked.

Continue Learning →
✓AI Tutor
✓Practice Lab
✓Mock Interviews
✓Evaluation
✓Challenge AI