Quantum Machine Learning Courses and Certifications

Assess your quantum machine learning skills and earn a verified badge through Credly upon successful completion of this comprehensive quiz.

• IBM Training
• 1 hour
• On-Demand
• Free Online Course

Qiskit

Quantum Machine Learning - 2021 Qiskit Global Summer School

Dive into quantum machine learning through hands-on labs, lectures on quantum algorithms, variational classifiers, quantum kernels, and hardware-efficient approaches for next-gen applications.

• YouTube
• 1 day 21 minutes
• On-Demand
• Free Video

QuICS

Quantum Machine Learning Workshop 2018

Explore cutting-edge quantum machine learning algorithms, optimization techniques, and applications through expert presentations on quantum-enhanced AI and computational methods.

• YouTube
• 12 hours 44 minutes
• On-Demand
• Free Video

Simons Institute

Panel on Quantum Machine Learning and Barren Plateaus

Expert panel explores quantum machine learning challenges, focusing on barren plateaus and their implications for algorithm design and practical quantum computing applications.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Sampling-Based Sublinear Low-Rank Matrix Arithmetic Framework for Dequantizing Quantum Machine Learning

Explore quantum-inspired classical algorithms for machine learning, focusing on sublinear low-rank matrix arithmetic and singular value transformation techniques.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Simons Institute

A Classical Algorithm Framework for Dequantizing Quantum Machine Learning

Explore dequantization of quantum machine learning algorithms, focusing on classical techniques for approximating quantum linear algebra and their implications for QML speedups.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Simons Institute

Quantum Machine Learning- Prospects and Challenges

Explore prospects and challenges in quantum machine learning, covering classification techniques, dimensionality reduction, data loading, and benchmarking for both optimistic and cautious perspectives.

• YouTube
• 39 minutes
• On-Demand
• Free Video

MIT HAN Lab

Noise Robust Quantum Machine Learning - Lecture 23

Explore noise-robust quantum machine learning techniques, focusing on overcoming challenges in quantum systems for improved ML performance and reliability.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

MIT HAN Lab

Noise Robust Quantum Machine Learning - Lecture 23

Explore noise-robust quantum machine learning techniques, focusing on mitigating errors in quantum systems for improved ML performance.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

MIT HAN Lab

Quantum Machine Learning - Lecture 22

Explore quantum machine learning concepts and applications in this advanced lecture from MIT's EfficientML.ai series, covering cutting-edge developments in the field.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

MIT HAN Lab

Quantum Machine Learning - Lecture 22

Explore quantum machine learning concepts and applications in this advanced MIT lecture, covering cutting-edge developments in the field.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

MIT HAN Lab

Quantum Machine Learning - Lecture 22

Explore quantum machine learning fundamentals, bridging quantum computing and AI. Gain insights into this emerging field's potential to revolutionize computational approaches.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Xanadu

Quantum Machine Learning: 2023 and Beyond

Explore quantum machine learning's current state and future prospects with insights from a senior researcher in the field.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Xanadu

Five Key Insights in Quantum Machine Learning - and What is Still Missing

Explore five crucial insights in quantum machine learning and identify gaps in current research with expert Maria Schuld.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Qiskit

Exploring Quantum Machine Learning - Near-Term Algorithms and Applications

Dive into quantum machine learning fundamentals, exploring variational quantum circuits, quantum kernels, support vector machines, and neural networks for practical applications in quantum computing.

• YouTube
• 53 minutes
• On-Demand
• Free Video