Gender Based Violence Courses

Set Up a Query-based Alert By Using MQL: Qwik Start

Learn how to monitor an Apache Web Server installed on a Compute Engine virtual machine (VM) instance using Ops Agent.

• Google Skills
• 1 hour
• Self-Paced
• Paid Course

Using Role-based Access Control in Kubernetes Engine

After provisioning two service accounts to represent user personas and three namespaces for dev, test, and prod, you will test the access controls of the personals in each namespace.

• Google Skills
• 1 hour
• Self-Paced
• Paid Course

Devoxx

WebRTC Security - Is Web-Based Peer-to-Peer Ready for Primetime?

Explore WebRTC security, architecture, and challenges in web-based peer-to-peer communication. Gain insights into deployment scenarios, potential weaknesses, and open security issues in this emerging technology.

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

RSA Conference

How to Map Networked Devices Using Graph-Based AI to Preempt Cyber Threats

Explore graph-based AI techniques for mapping enterprise networks, identifying vulnerabilities, and preempting cyber threats using passive data and open-source tools.

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

Simons Institute

Generalization Bounds for Neural Network Based Decoders

Explore generalization bounds for neural network decoders, examining their implications for information-theoretic approaches in trustworthy machine learning.

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

James Briggs

GUI-Based Few Shot Classification Model Trainer - Demo

Discover how to efficiently train classification models using vector search, enabling rapid fine-tuning with minimal labeled data for improved accuracy and targeted results.

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

Genomics Boot Camp

VarLD- Linkage Disequilibrium Based Selection Signatures - A Comprehensive Tutorial

Comprehensive tutorial on using varLD software for analyzing selection signatures based on linkage disequilibrium, covering prerequisites, data preparation, execution, and result visualization.

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

Yannic Kilcher

Author Interview - ACCEL- Evolving Curricula with Regret-Based Environment Design

Explore ACCEL, a novel approach combining regret-based sampling and level-editing for training robust AI agents. Learn about curriculum generation, minimax regret, and the future of reinforcement learning.

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

Yannic Kilcher

ACCEL - Evolving Curricula with Regret-Based Environment Design

Explore ACCEL, a novel approach combining regret-based sampling and level-editing for creating adaptive curricula in reinforcement learning, enhancing agent capabilities and robustness.

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

Yannic Kilcher

AMP- Adversarial Motion Priors for Stylized Physics-Based Character Control

Explores adversarial imitation learning for physics-based character control, combining goal-achieving reinforcement learning with style imitation from motion datasets to produce realistic, task-oriented behaviors.

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

Yannic Kilcher

Nyströmformer- A Nyström-Based Algorithm for Approximating Self-Attention

Explore Nyströmformer, a novel algorithm for approximating self-attention in Transformers with linear complexity, enabling processing of longer sequences and improving scalability in natural language tasks.

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

tinyML

EMEA 2021 Tiny Talks- Image-Based Target Identification on a Tiny RISC-V Multi-Core Application

Explore cutting-edge RISC-V multicore technology for image-based target identification, featuring GAP9 processor and innovative algorithms for advanced audio processing in hearable devices.

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

tinyML

TinyML Talks - SRAM Based In-Memory Computing for Energy-Efficient AI Inference

Explore SRAM-based in-memory computing for energy-efficient AI inference, covering bitcell circuits, architectures, and design optimization for improved performance in low-power processors.

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

tinyML

Amber - A Complete, ML-Based, Anomaly Detection Pipeline for Microcontrollers

Discover a complete ML-based anomaly detection pipeline for microcontrollers, featuring real-time sensor value processing, automatic hyperparameter tuning, and high-speed inference capabilities.

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

Nvidia

DeepStream SDK - Accelerating Real-Time AI-Based Video and Image Analytics

Accelerate real-time AI-based video and image analytics with DeepStream SDK. Learn about flexible deployment, architecture, and applications in retail, smart cities, manufacturing, and logistics.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video