AI+ Quantum™

Harness Quantum Power with AI

Certificate Code: AT-410

About This Course

AI + Quantum Integration: Explore Quantum Gates, Circuits, and AI applications

Advanced Learnings: Includes Quantum Deep Learning and transformative AI methodologies

Industry-Oriented: Real-world case studies and trend analysis

Ethical Focus: Learn implications of quantum AI responsibly and efficiently

Certificate Overview

Included

Instructor-led OR Self-paced course + Official exam + Digital badge

Duration

Instructor-Led: 5 days (live or virtual)
Self-Paced: 40 hours of content

Prerequisites

Basic understanding of AI concepts, Problem-solving mindset in AI and Quantum, Openness to ethical considerations in AI and quantum practices.

Exam Format

50 questions, 70% passing, 90 minutes, online proctored exam

Course Modules

Module 1: Overview of Artificial Intelligence (AI) and Quantum Computing

1.1 Artificial Intelligence Refresher
1.2 Quantum Computing Refresher

Module 2: Quantum Computing Gates, Circuits, and Algorithms

2.1 Quantum Gates and their Representation
2.2 Multi Qubit Systems and Multi Qubit Gates

Module 3: Quantum Algorithms for AI

3.1 Core Quantum Algorithms
3.2 QFT and Variational Quantum Algorithms

Module 4: Quantum Machine Learning

4.1 Algorithms for Regression and Classification
4.2 Algorithms for Dimensionality and Clustering

Module 5: Quantum Deep Learning

5.1 Algorithms for Neural Networks – Part I
5.2 Algorithms for Neural Networks – Part II

Module 6: Ethical Considerations

6.1 Ethics for Artificial Intelligence
6.2 Ethics for Quantum Computing

Module 7: Trends and Outlook

7.1 Current Trends and Tools
7.2 Future Outlook and Investment

Module 8: Use Cases & Case Studies

8.1 Quantum Use Cases
8.2 QML Case Studies

Module 9: Workshop

9.1 Project – I: QSVM for Iris Dataset
9.2 Project – II: VQC/QNN on Iris Dataset
9.3 Bonus: IBM Quantum Computers

Optional Module: AI Agents for Quantum

1. What Are AI Agents
2. Key Capabilities of AI Agents in Quantum Computing
3. Applications and Trends for AI Agents in Quantum Computing
4. How Does an AI Agent Work
5. Core Characteristics of AI Agents
6. Types of AI Agents

Course