Industrial Automation Systems Courses

James Briggs

Evaluation Measures for Search and Recommender Systems

Learn popular offline metrics for evaluating search and recommender systems, including Recall@K, MRR, MAP@K, and NDCG@K, with Python demonstrations and practical insights for improving information retrieval systems.

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

NMWP.NRW

WebTalk on PICs for LIDAR Systems

Explore coherent FMCW LiDAR technology for autonomous navigation, featuring insights on silicon photonics, advanced optics, and the Innovation Support Fund application process.

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

tinyML

Bottom-up and Top-down Neural Processing Systems Design: Unveiling the Road Toward Neuromorphic Intelligence

Explore neuromorphic computing approaches for embedded cognition, comparing bottom-up and top-down designs through silicon implementations and discussing tradeoffs for edge computing applications.

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

tinyML

Build Industrial-Grade TinyML Applications with Edge Impulse - Tutorial

Learn to build industrial-grade tinyML applications using Edge Impulse. Covers dataset collection, model design, training, optimization, and integration into embedded systems running on MCUs.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

tinyML

System Support for Efficient Multi-Resolution Visual Computing on Mobile Systems

Explores system support for efficient multi-resolution visual computing on mobile devices, discussing challenges and opportunities in OS and vision sensing pipeline architectures for dynamic workloads.

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

tinyML

Practical Application of TinyML in Battery Powered Anomaly Sensors for Predictive Maintenance of Industrial Assets

Explore tinyML for industrial anomaly detection, enabling predictive maintenance through low-power sensors, wireless tech, and IoT cloud integration. Includes live demo and practical insights.

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

tinyML

tinyMLPerf: Benchmarking Ultra-low Power Machine Learning Systems

Explore benchmarking for ultra-low power ML systems, focusing on tinyMLPerf's methodology, tasks, and ecosystem impact. Learn about quantization and community-driven efforts in this emerging field.

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

Kevin McAleer

Node-Red Automation, MQTT, NodeMCU & MicroPython

Learn to integrate Node-Red, MQTT, NodeMCU, and MicroPython for home automation. Explore building dashboards, connecting devices, and creating smart systems with practical demonstrations and expert guidance.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

Nvidia

Boosted Trees and Deep Neural Networks for Better Recommender Systems

Explore GPU-accelerated boosted trees and deep neural networks for building winning recommender systems, featuring insights from Kaggle Grandmasters on the ACM RecSys Challenge.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Opto Video

Getting an Edge in Automation

Explore groov EPIC and RIO solutions for automation and IIoT challenges. Learn about hardware, software, security, networking, and integration through live demos and real-world applications.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

SecurityFWD

Exploring Hacker Operating Systems - Pentoo

Explore Pentoo, a Gentoo-based Linux distribution for pentesting. Learn installation, features, and tools like Airgeddon in this comprehensive overview of the security-focused OS.

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

SecurityFWD

Exploring Hacker Operating Systems - Fedora

Explore Fedora, a secure Linux distribution with SELinux, ideal for security-aware developers. Learn installation, setup, package management, and even WiFi hacking in this comprehensive guide.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

SecurityFWD

Exploring Hacker Operating Systems - Ubuntu

Explore Ubuntu as a hacking OS: learn to harden the system, install hacking tools, and understand Linux forks. Gain insights on Ubuntu's advantages and practical installation in virtual environments.

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

SecurityFWD

Exploring Hacker Operating Systems - Manjaro

Explore Manjaro, an Arch-based OS for user-friendly Linux experience. Learn installation, setup, and how to transform it into a powerful pentesting platform using BlackArch repository.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

SecurityFWD

Exploring Hacker Operating Systems - BlackArch

Comprehensive exploration of BlackArch, an Arch-based penetration testing distribution. Covers installation methods, advantages over Kali, and showcases preinstalled ethical hacking tools for cybersecurity professionals.

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