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California Institute of Technology
YouTube

Cross-Fold Validation

Master cross-fold validation techniques to improve model evaluation and prevent overfitting in machine learning projects.
provider YouTube
pricing Free Video
duration 12 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Machine Learning and Side Channels I

Explore machine learning applications in side-channel analysis through expert presentations from CHES 2025, chaired by Stjepan Picek.
provider YouTube
pricing Free Video
duration 1 hour 19 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Machine Learning

Explore machine learning applications in cryptographic hardware and embedded systems security at this CHES 2025 session chaired by Fatemeh Ganji.
provider YouTube
pricing Free Video
duration 1 hour 4 minutes
sessions On-Demand
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California Institute of Technology
YouTube

LoRA Training for Z-IMAGE-TURBO - Less Than 12GB VRAM

Master LoRA training for Z-IMAGE TURBO with custom characters and art styles using minimal VRAM. Set up datasets, optimize settings for small GPUs, and achieve clean results locally or on RunPod.
provider YouTube
pricing Free Video
duration 15 minutes
sessions On-Demand
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California Institute of Technology
YouTube

New Paradigm - Single Layer AI

Discover how frozen backbones and single-layer interfaces are revolutionizing AI, proving that deep architectures aren't always necessary for advanced tasks like image generation.
provider YouTube
pricing Free Video
duration 27 minutes
sessions On-Demand
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California Institute of Technology
YouTube

How Guardrails Enable You to Work at AI Speed

Discover how platform engineering with guardrails enables rapid AI adoption while maintaining security and compliance in software delivery lifecycles.
provider YouTube
pricing Free Video
duration 46 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Flexible Orchestration for AI and ML - Beyond Kubernetes Automation

Discover how flexible orchestration connects DevOps, Kubernetes, and ML automation to boost AI scaling and efficiency beyond traditional automation methods.
provider YouTube
pricing Free Video
duration 12 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Faster Fine-Tuning and Smarter Local Models - Docker's AI Guide to the Galaxy

Discover how Unsloth achieves 2-3x faster AI model fine-tuning through mathematical optimizations, dynamic quantization, and efficient local training with Docker integration.
provider YouTube
pricing Free Video
duration 51 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Taming the Chaos - Open Standards for Data Contracts and Products Are the Backbone of AI

Discover how open standards for data contracts and products create reliable foundations for AI development, preventing pipeline failures and establishing trust across datasets.
provider YouTube
pricing Free Video
duration 39 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Sequence Kernels for Speaker and Speech Recognition

Explore sequence kernels for speaker and speech recognition with Cambridge University's Mark Gales in this technical seminar covering advanced machine learning approaches.
provider YouTube
pricing Free Video
duration 1 hour 4 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Acquisition of Lexical Knowledge from N-Grams

Discover how to extract lexical knowledge from N-grams using computational linguistics techniques in this JHU summer school lecture by Satoshi Sekine.
provider YouTube
pricing Free Video
duration 1 hour 12 minutes
sessions On-Demand
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California Institute of Technology
YouTube

Machine Learning - Finding Patterns in the World

Discover how machine learning algorithms identify and extract meaningful patterns from complex real-world data in this comprehensive lecture by Mark Dredze from Johns Hopkins University.
provider YouTube
pricing Free Video
duration 1 hour 25 minutes
sessions On-Demand

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