Systems Administration Courses

Georgia Tech Research

From State Space Control to Intelligent Machines - A Five-Decade Journey in Mechanical Systems Control

Explore a five-decade journey in mechanical systems control, from state space theory to intelligent industrial robots and autonomous driving. Gain insights from Masayoshi Tomizuka's research at UC Berkeley.

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

Georgia Tech Research

Get in Touch: Tactile Perception for Human-Robot Systems

Explore tactile perception in robotics, enhancing human-robot interaction and remote operations. Discover applications in semi-autonomous systems, haptic displays, and social connections.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

GOTO Conferences

Safety Engineering: A Journey - Designing IT Control Systems for Unforeseen Circumstances

Explore safety engineering in IT systems, focusing on designing control systems for unforeseen circumstances. Learn from HFT company implementation and practical aspects of safety regimes.

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

David Shapiro ~ AI

Best Practices for AI Deployment, Safety, Security, and Regulation - Complex Adaptive Systems

Explore best practices for AI deployment, safety, security, and regulation through the lens of complex adaptive systems. Gain insights into responsible AI implementation.

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

ICTP-SAIFR

Computational Modeling of Active Systems - Class 1

Explore computational modeling techniques for active systems, focusing on fundamental principles and practical applications in the field of active matter.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

Packt

Recommender Systems Complete Course Beginner to Advanced

Master recommender systems from basics to advanced techniques. Learn filtering methods, deep learning models, and build real-world applications using TensorFlow. Gain practical skills for product recommendations and more.

• Coursera
• 9 hours 58 minutes
• On-Demand
• Paid Course

Packt

Recommender Systems: An Applied Approach using Deep Learning

Develop advanced recommender systems using deep learning. Explore neural collaborative filtering, build an Amazon product recommendation system, and implement TensorFlow models for real-world applications.

• Coursera
• 3 hours 45 minutes
• On-Demand
• Paid Course

Toronto Machine Learning Series (TMLS)

Knowledge Graph Recommendation Systems for COVID-19

Explore knowledge graph recommendation systems for COVID-19, leveraging Python skills to enhance understanding of pandemic-related data and insights.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Principles of Good Machine Learning Systems Design

Learn key principles for designing effective machine learning systems, from project scoping to deployment and maintenance, with insights on team structuring and the ML production ecosystem.

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

Toronto Machine Learning Series (TMLS)

Cyber Physical Systems and Mobile Security - Threat Landscape and Innovations

Explore cyber security challenges in physical systems and mobile devices. Learn about innovative edge computing and AI solutions for threat detection, containment, mitigation, and recovery.

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

Toronto Machine Learning Series (TMLS)

MLOps Without Much Ops - Building Efficient Machine Learning Systems

Discover modern, no-nonsense data pipelines for efficient machine learning systems. Learn PaaS advantages and explore real-world applications with open-source code. Gain insights on ML's future for organizations of all sizes.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Lessons Learned Building Natural Language Processing Systems

Discover key insights and practical lessons for building effective Natural Language Processing systems from industry expert David Talby.

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

Toronto Machine Learning Series (TMLS)

Intrusion Detection Systems - An Overview

Explore techniques for identifying system intrusions, leveraging AI, edge computing, and big data for enhanced IoT and enterprise security analytics.

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

Toronto Machine Learning Series (TMLS)

Recommendation Systems for Digital Out of Home Advertising

Explore probabilistic modeling for digital out-of-home advertising content recommendations. Learn strategies for effective ad distribution across digital screens and gain insights into data-driven decision-making for content selection and placement.

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

Toronto Machine Learning Series (TMLS)

Leveraging Computer Vision and Machine Learning for Visual Inspection in Railway Systems

Explore innovative computer vision and machine learning solutions for automated visual inspection in railway systems, enhancing operational efficiency and reducing maintenance time.

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