Get in Touch
 Duration 21 hours

Course Outline

Fundamentals of Hybrid AI-Quantum Systems

  • Core principles underlying quantum computing.
  • Essential elements constituting hybrid AI-quantum architectures.
  • Industry-wide applications of quantum AI.

Algorithms for Quantum Machine Learning

  • Quantum methods in ML, including QML and variational algorithms.
  • Utilizing quantum processors for AI model training.
  • Analyzing the differences between classical and quantum AI methodologies.

Obstacles in Hybrid AI-Quantum Integration

  • Managing noise and error correction within quantum environments.
  • Addressing constraints related to scalability and performance.
  • Facilitating seamless integration with existing classical AI frameworks.

Practical Quantum AI Applications

  • Examination of industry case studies involving hybrid systems.
  • Hands-on execution using quantum computing platforms.
  • Investigating emerging breakthroughs in the quantum AI domain.

Optimization of Quantum AI Processes

  • Supervising hybrid classical-quantum operational workflows.
  • Achieving optimal resource allocation within quantum AI systems.
  • Incorporating quantum AI into classical AI infrastructure.

Hybrid Systems for Specialized Scenarios

  • Leveraging quantum AI for complex optimization tasks.
  • Specific use cases in pharmaceuticals, finance, and supply chain logistics.
  • Application of quantum-enhanced reinforcement learning techniques.

Emerging Trends in AI and Quantum Computing

  • Progressions in quantum hardware and software ecosystems.
  • Projected impact of quantum AI across diverse sectors.
  • Identifying new avenues for R&D in quantum AI.

Recap and Future Pathways

Requirements

  • Profound expertise in artificial intelligence and machine learning.
  • Solid grasp of core quantum computing concepts.
  • Practical experience in developing algorithms and training models.

Target Audience

  • AI Researchers.
  • Quantum Computing Specialists.
  • Data Scientists and Machine Learning Engineers.

Number of participants


Price per participant (excl. VAT)

Upcoming Courses

Related Categories