Executive Programme for Quantum in ML & AI Systems
A six-month executive programme from CEP, IIT Delhi that combines quantum computing, machine learning and artificial intelligence. Learners develop foundations in quantum states and circuits, quantum data encoding, variational quantum algorithms and hybrid quantum-classical machine learning systems.
📚 What You'll Learn
✨ Program Highlights
What makes the Executive Programme for Quantum in ML & AI Systems program exceptional
✨ Course Highlights
🎯 Learning Experience
📖 Course Curriculum
Syllabus for Executive Programme for Quantum in ML & AI Systems
Module 1: Bridge Module
- Vector Spaces and Eigenvalues
- Singular Value Decomposition
- Tensor Operations
- Probability Distributions
- Bayesian Inference
- Machine Learning and Optimisation Basics
Module 2: Quantum AI Foundations
- Quantum States and Hilbert Spaces
- Quantum Operators
- Single and Multi-Qubit Gates
- Quantum Circuits
- Measurement Theory
- Noise and Decoherence
Module 3: Quantum Data Encoding
- Angle Encoding
- Amplitude Encoding
- Basis Encoding
- Quantum Feature Maps
- Quantum Kernel Methods
Module 4: Variational Quantum Systems
- Variational Quantum Circuits
- Parameterized Quantum Circuits
- Hybrid Training Loops
- Quantum Optimisation
- Circuit Simulation
Module 5: Quantum Machine Learning
- Quantum Classification
- Quantum Regression
- Quantum Clustering
- Quantum Neural Networks
- Quantum-Enhanced Feature Learning
Module 6: Hybrid Quantum-Classical AI
- Hybrid Workflow Design
- Quantum-Classical Integration
- Model Simulation and Analysis
- Noise-Aware Model Evaluation
- Quantum Use Cases in AI Systems
Module 7: Applied Quantum Project
- Problem Translation for Quantum Execution
- Quantum Readiness Assessment
- Model Design
- Simulation Results Analysis
- Capstone Presentation
🎓 Earn Recognized Credentials
❓ Frequently Asked Questions
Got questions? We've got answers
Is this course completely online?
Yes, this course is 100% online. You can access it anytime, anywhere with an internet connection.
Will I get a certificate after completion?
Yes, you will receive dual credentials - university academic accreditation along with internationally recognized IABAC certification upon successful completion.
Can I get a refund?
Yes, we offer a 30-day money-back guarantee if you're not satisfied with the course.
Is there any live support?
Yes, you'll get 24/7 support from our teaching assistants and access to community forums for doubt resolution.