Courses

6077 Courses

Lowering the Entry Threshold for Neural Vector Search - Applying Similarity Learning

Explore similarity learning for efficient neural search implementation, reducing data requirements and training time while addressing domain-specific challenges.
provider YouTube
pricing Free Video
duration 33 minutes
sessions On-Demand

Ontologies, Graph Deep Learning, and AI in Materials Science

Explore ontologies, graph deep learning, and AI in materials science, focusing on advanced manufacturing and synchrotron science. Learn about innovative approaches for multimodal analysis and decision-making.
provider YouTube
pricing Free Video
duration 50 minutes
sessions On-Demand

Integrating Cyber Security and Machine Learning for Applications in Transportation Systems

Explore integrating cybersecurity and machine learning in transportation systems. Learn about challenges, research, and innovative solutions for securing Internet of Transportation and Intelligent Transportation Systems.
provider YouTube
pricing Free Video
duration 51 minutes
sessions On-Demand

Networks that Adapt to Intrinsic Dimensionality Beyond the Domain

Explore neural networks' ability to adapt to intrinsic dimensionality, focusing on ReLU networks approximating functions with dimensionality-reducing feature maps. Gain insights into manifold learning and data analysis.
provider YouTube
pricing Free Video
duration 1 hour
sessions On-Demand

Calling the Shot: How AI Predicted Fusion Ignition Before It Happened

Explore how AI predicted fusion ignition at the National Ignition Facility, revolutionizing clean energy research and bringing us closer to harnessing the power of the stars.
provider YouTube
pricing Free Video
duration 58 minutes
sessions On-Demand

Gender Bias in Machine Learning

Explore gender bias in machine learning with Shalvi Mahajan. Uncover AI's role in amplifying biases, real-world challenges, and evolving techniques to address them in product design and services across genders.
provider YouTube
pricing Free Video
duration 21 minutes
sessions On-Demand

Practice Machine Learning for Petroleum Engineers with Little to No Code

Explore machine learning applications in petroleum engineering with minimal coding. Gain practical skills for implementing ML solutions in reservoir analysis and production optimization.
provider YouTube
pricing Free Video
duration 1 hour 47 minutes
sessions On-Demand

Smart Retailing: Optimization Techniques for Strategic Success

Dive into data-driven retail optimization techniques, leveraging analytics and machine learning to enhance decision-making, streamline processes, and boost profitability in the retail sector.
provider YouTube
pricing Free Video
duration 1 hour 2 minutes
sessions On-Demand

How Well Does Diffusion Model Generate? Exploring Generalization in Emerging Settings

Explore the capabilities and limitations of diffusion models in generative tasks, focusing on emerging generalization settings and their implications.
provider YouTube
pricing Free Video
duration 57 minutes
sessions On-Demand

Know When You Know: Handling Adversarial Data by Abstaining

Explore sequential prediction in stochastic settings with adversarial interference. Learn strategies for handling distribution shifts and making confident predictions while abstaining from uncertain cases.
provider YouTube
pricing Free Video
duration 1 hour
sessions On-Demand

What's Next for Data-Driven Medicine and AI-Powered Innovation - Insights from insitro CEO

Explore AI's impact on drug discovery and targeted treatments with insitro CEO Daphne Koller. Gain insights into data challenges, company culture, and the future of AI-powered innovation in medicine.
provider YouTube
pricing Free Video
duration 27 minutes
sessions On-Demand

Re-Thinking Re-Ranking - Improving Efficiency and Effectiveness in Search Systems

Explore innovative re-ranking techniques that improve search efficiency and effectiveness. Learn about alternatives to cascading approaches and their impact on vector search and heavy-weight re-rankers.
provider YouTube
pricing Free Video
duration 35 minutes
sessions On-Demand

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With the development of artificial intelligence technologies, online education will play an increasingly important role in training specialists in this field. The opportunity to learn advanced technologies and methods, exchange experiences with colleagues from around the world and participate in real-life projects will make online learning in the field of AI an integral part of the education of the future!