Cursussen
6076 Cursussen
Cross-Fold Validation
Master cross-fold validation techniques to improve model evaluation and prevent overfitting in machine learning projects.
YouTube
Free Video
12 minutes
On-Demand
Machine Learning and Side Channels I
Explore machine learning applications in side-channel analysis through expert presentations from CHES 2025, chaired by Stjepan Picek.
YouTube
Free Video
1 hour 19 minutes
On-Demand
Machine Learning
Explore machine learning applications in cryptographic hardware and embedded systems security at this CHES 2025 session chaired by Fatemeh Ganji.
YouTube
Free Video
1 hour 4 minutes
On-Demand
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.
YouTube
Free Video
15 minutes
On-Demand
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.
YouTube
Free Video
27 minutes
On-Demand
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.
YouTube
Free Video
46 minutes
On-Demand
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.
YouTube
Free Video
12 minutes
On-Demand
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.
YouTube
Free Video
51 minutes
On-Demand
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.
YouTube
Free Video
39 minutes
On-Demand
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.
YouTube
Free Video
1 hour 4 minutes
On-Demand
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.
YouTube
Free Video
1 hour 12 minutes
On-Demand
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.
YouTube
Free Video
1 hour 25 minutes
On-Demand