Job Training Courses

Hack In The Box Security Conference

Evolution of Learning - What Cyber Security Training Looks Like in 2023

Explore the evolution of cybersecurity training with expert trainers discussing market changes, pandemic impact, specialized courses, and tips for career advancement in this insightful panel discussion.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Conference Talk

Simon Sez IT

QuickBooks Training for Beginners - QuickBooks Tutorial Crash Course

Comprehensive QuickBooks Desktop 2023 tutorial covering setup, accounting basics, customer management, invoicing, inventory, and vendor operations for beginners and small business owners.

• YouTube
• 4 hours 16 minutes
• On-Demand
• Free Video

USENIX

TopoOpt - Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs

Novel direct-connect fabric optimizing distributed DNN training across computation, communication, and network topology. Reduces training time by up to 3.4x compared to similar-cost Fat-Tree interconnects.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

USENIX

BGL - GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing

Optimizing GPU-based GNN training for large graphs through improved data preprocessing, caching, and partitioning techniques, enhancing efficiency and performance in graph-based machine learning tasks.

• YouTube
• 17 minutes
• On-Demand
• Conference Talk

USENIX

Zeus - Understanding and Optimizing GPU Energy Consumption of DNN Training

Explores tradeoffs between energy consumption and performance in DNN training, proposing Zeus framework to optimize configurations for improved energy efficiency without compromising performance.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

USENIX

Bamboo - Making Preemptible Instances Resilient for Affordable Training of Large DNNs

Innovative system for cost-effective training of large DNNs using preemptible instances, introducing redundant computations to enhance resilience and efficiency in distributed learning environments.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

USENIX

ModelKeeper - Accelerating DNN Training via Automated Training Warmup

Accelerate DNN training by repurposing previously-trained models. Identify architectural similarities, select parent models, and perform structure-aware weight transformation for faster training completion without accuracy loss.

• YouTube
• 14 minutes
• On-Demand
• Conference Talk

LASCON

Making End User AppSec Training Engaging with Building Bricks

Innovative approach to AppSec training using LEGO minifigures and custom builds to enhance retention. Covers key security concepts with creative visual metaphors for better engagement and understanding.

• YouTube
• 36 minutes
• On-Demand
• Free Video

LASCON

OWASP Top 10 Training - Part 4

Comprehensive exploration of OWASP Top 10 security vulnerabilities, offering insights and strategies for web application protection and risk mitigation.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

LASCON

OWASP Top 10 Training - Part 3

Comprehensive exploration of OWASP Top 10 security vulnerabilities, focusing on prevention strategies and best practices for web application security.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

LASCON

OWASP Top 10 Training - Part 1

Comprehensive overview of OWASP Top 10 security vulnerabilities, focusing on identification, prevention, and mitigation strategies for web application developers and security professionals.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Strange Loop Conference

Training an Autonomous Pentester with Deep RL

Explore deep reinforcement learning for autonomous pentesting, using Metasploit and simulated networks to train an AI agent capable of compromising real-world vulnerable systems.

• YouTube
• 35 minutes
• On-Demand
• Conference Talk

Prodramp

Bringing LLM to the Enterprise - Training From Scratch or Just Fine-Tune With Cerebras-GPT

Learn to leverage Cerebras-GPT for enterprise LLM deployment, covering training from scratch, fine-tuning, and cost considerations. Explore open-source frameworks and compute-optimal models for efficient implementation.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Hack In The Box Security Conference

Hacking Object Detectors Is Just Like Training Neural Networks

Explore techniques for deceiving object detectors by comparing the attack process to neural network training. Learn how applying training techniques can improve adversarial attacks on state-of-the-art systems.

• YouTube
• 31 minutes
• On-Demand
• Conference Talk

RSA Conference

Hacking the Cybersecurity Job Market - A Primer for Students & Grads

Expert panel provides guidance on starting a cybersecurity career, discussing industry trends, job opportunities, and offering advice for students and recent graduates entering the field.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Conference Talk