Certified Enterprise Transformation Leadership (CETL)
Course Curriculum
Enterprise Transformation Leadership Program comprises abridged curriculum of CETA & CABA
1. Meta Layer
- Enterprise Ontology
- Transformation Ontology
- AI Ontology
- The CETA Doctrine Stack
- Canonical Question of the Program
2. Foundations
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Ensemble Learning
- Deep Learning
- Dimensionality Reduction
- Natural Language Processing
- Time Series and Forecasting
- Anomaly Detection
- Generative AI
- Prompt Engineering
- Custom GPTs and Prompt-Built Systems
- Pre-CETA Synthesis
3. Architecture Core
- Foundation Models
- Transformers
- Efficiency and Long-Context Optimization
- Mixture-of-Experts (MoE)
- State Space Models (SSMs)
- Retrieval-Augmented Generation (RAG)
- Agentic RAG
- Agent Design Patterns
- Autonomous Systems
- Multimodal AI
- Vision Transformers
- Alignment and Human Intent
- Parameter-Efficient Fine-Tuning (PEFT)
- Tokenization and Decoding
- GenAI Ops
- MCP and Interoperability
- CETA Architecture Synthesis
4. Governance (CABA + RAGAS)
- Foundations of Algorithmic Bias
- Fairness Foundations
- Fairness Metrics
- Protected Attributes and Proxy Discrimination
- Data Bias Auditing
- Model Bias Auditing
- Bias in NLP and LLM Systems
- Bias in Generative Systems
- Explainability
- Mitigation Strategies
- Governance Design
- Regulatory and Audit Evidence
- Post-Deployment Audit
- RAGAS Inside Governance: Why Evaluation Belongs Here
- RAGAS for RAG Governance
- Interpreting RAGAS as Governance Signals
- RAGAS for Agent and Tool Governance
- Governance Measurement Architecture
- CABA Synthesis
5. Strategy
- Enterprise Objective Function
- Strategic State Space
- Decision Topology
- Strategic Coherence
- Strategy to Computation
6. Governance System
- Governance as Constraint Satisfaction
- Decision Authority Design
- Enterprise Control Theory
- AI Governance
- Risk Propagation
- Governance Failure Modes
7. Architecture System
- Enterprise as Distributed Computational System
- Decision Flow Architecture
- Data Architecture
- Intelligence Architecture
- Feedback Systems
- Autonomy Architecture
- Architectural Invariants
- Architectural Failure Modes
8. Execution System
- Process-to-Decision Mapping
- ESSAR as Entropy Reduction
- Transformation Dynamics
- Feedback Implementation
- Scaling Laws of Transformation
- Transformation Economics
- Execution Failure Modes
9. Cross-Layer Coherence
- Strategy–Governance Misalignment
- Governance–Architecture Gap
- Architecture–Execution Gap
- Execution–Strategy Drift
- Constraint Law of Transformation
10. Transformation Synthesis
- Enterprise Transformation Equation
- Minimum Viable Transformation (MVT)
- Enterprise Design Blueprint
- Stability and Scalability Evaluation
- Autonomy Boundary Design
11. Enterprise Modeling
- Enterprise Modeling
- Objective and Constraint Design
- AI Insertion Design
- Governance and Measurement Design
- Execution and Economics
- Final Defense
12. Capstone
Enterprise Reconstruction [Lab].