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6077 कोर्स
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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.
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Free Video
33 minutes
On-Demand
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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.
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Free Video
50 minutes
On-Demand
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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.
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Free Video
51 minutes
On-Demand
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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.
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Free Video
1 hour
On-Demand
YouTube
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.
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Free Video
58 minutes
On-Demand
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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.
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Free Video
21 minutes
On-Demand
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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.
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Free Video
1 hour 47 minutes
On-Demand
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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.
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Free Video
1 hour 2 minutes
On-Demand
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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.
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Free Video
57 minutes
On-Demand
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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.
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Free Video
1 hour
On-Demand
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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.
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Free Video
27 minutes
On-Demand
YouTube
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.
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Free Video
35 minutes
On-Demand