Gender Based Violence Courses

Alfredo Canziani

Energy Based Models and Self-Supervised Learning

Explore energy-based models, latent variables, and self-supervised learning. Dive into EBM training, inference, and comparison with probabilistic models. Discover contrastive methods and applications like K-means and BERT.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video

RSA Conference

Context-Based Data Sensitivity Classification

Explore context-based models for accurate data sensitivity classification, focusing on implementation approaches and the "classification before use" paradigm in enterprise data protection.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

RSA Conference

The Rise of the Machines - AI and ML-Based Attacks Demonstrated

AI-based attacks demonstrated: topic modeling for network mapping and email classification. Explores offensive AI/ML applications, their impact on the threat landscape, and potential defensive strategies.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Blazor - A New Framework for Browser-Based .NET Apps

Explore Blazor, a framework for building browser-based .NET apps using WebAssembly. Learn its component-based architecture, routing, DI system, and JavaScript interop to create responsive client-side UIs.

• YouTube
• 59 minutes
• Self-Paced
• Conference Talk

Gary Clarke

Symfony 5 Authentication Tutorial - Symfony Voters - Permission Based Access Control

Learn to implement Symfony 5 authentication using voters for permission-based access control. Covers account entities, roles, and testing for secure user management.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Web Monkey

Build an Events Based WordPress Website

Learn to build an events-based WordPress site using the Events Calendar plugin. Covers setup, event creation, payment integration, customization, and pro features for a comprehensive events website.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

The Cherno

Basic 3D Game Engine Based on Hazel - Code Review

Learn to create a basic 3D game engine with cube rendering, normals, scaling, and matrix transformations. Explore the general structure and implementation details of a simple graphics engine.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

The Cherno

Physically-Based Rendering in Sparky Engine - Development Log

Explore physically-based rendering in game engine development, covering cube maps, material creation, specular mapping, and normal mapping techniques for realistic graphics.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Paul G. Allen School

2021 ITC Conference - Generic-Group Identity-Based Encryption - A Tight Impossibility Result

Explores impossibility results for generic-group identity-based encryption, presenting a tight threshold and discussing implications for algebraic constructions in cryptography.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Paul G. Allen School

Object Manipulation with Physics-Based Models - Mehmet Dogar, University of Leeds

Physics-based planning for robotic object manipulation in cluttered scenes and collaborative human-robot tasks. Explores motion prediction, force stability, and human comfort constraints for advanced manipulation scenarios.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Design Cuts

How to Create a Goal Based Logo Design Brief with Ian Paget

Learn to create effective logo design briefs with expert Ian Paget. Discover goal-based techniques, gather crucial information, and develop a strategic approach to crafting memorable brand identities.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

The Challenges of Model-Based Reinforcement Learning and How to Overcome Them - Csaba Szepesvári

Explore challenges in model-based reinforcement learning, including modeling errors and efficient planning, and discover strategies to overcome them in complex environments.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Your Brain on Energy-Based Models - Applying and Scaling EBMs to Problems

Explore energy-based models in machine learning, covering applications, scaling techniques, and their impact on classification, calibration, and robustness in AI systems.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Energy-Based Approaches to Representation Learning - Yann LeCun

Explore energy-based approaches to representation learning with Yann LeCun, covering self-supervised learning, video prediction, and sparse modeling in high-dimensional spaces.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Security BSides San Francisco

Attacking Deep Learning-Based NLP Systems

Explore vulnerabilities in deep learning NLP systems, focusing on word embeddings. Learn to manipulate training data and inject into real-world applications, with emphasis on security implications.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk