Control Systems Courses

Ryan O'Donnell

More on Constant-Round Interactive Proof Systems - Graduate Complexity Lecture at CMU

Explore constant-round interactive proof systems in computational complexity theory, covering MA, AM, BPP, and efficient error reduction techniques.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Ryan O'Donnell

Great Ideas in Theoretical Computer Science: Deductive Systems

Explore deductive systems in theoretical computer science, covering topics like Hilbert's 10th problem, binary trees, propositional logic, and logical equivalence.

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

CAE in Cybersecurity Community

Security Protection and Quality Control in Crowdsourcing

Explore security threats in crowdsourcing, analyze research findings, and learn strategies for protecting data integrity and quality control in online surveys and annotations.

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

Open Data Science

Evolution of Efficient and Robust AutoML Systems

Explore the evolution of efficient AutoML systems, focusing on Auto-sklearn 2.0 and Auto-PyTorch. Learn about multi-fidelity optimization, portfolio construction, and automated policy selection for improved machine learning efficiency.

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

Open Data Science

Creating a Systems Change Approach for Data Science AI Solutions

Explore a systems change approach for data science and AI solutions with Jake Porway, focusing on the Data for Good movement and leveraging technology for social impact.

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

Open Data Science

How LinkedIn Navigates Streams Infrastructure Using Cruise Control - Adem Efe Gencer, PhD

Explore LinkedIn's Cruise Control for managing large-scale Kafka clusters, including architecture, operational challenges, and real-world demonstrations of dynamic load balancing and anomaly detection.

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

Open Data Science

Analysis and Visualization Techniques for Environmental IoT Systems

Explore environmental IoT data analysis techniques, from edge node sensor analytics to historical and online data processing, with practical tools and visualizations for deeper insights.

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

Dave Gray

User Role-Based Access Control & Permissions in React JS - MERN Stack

Implement user role-based access control in React, creating protected routes and features for managers and admins in a MERN stack project.

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

Laith Academy

The Ultimate Git & GitHub Crash Course - Learn to Version Control for Beginners

Learn version control with Git and GitHub, from installation to committing and using GitHub. Perfect for beginners seeking to master essential development tools and practices.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

ChariotSolutions

Observability and the Future of Complex Systems

Explore the future of distributed systems engineering, focusing on observability and adapting tools and culture to handle complex modern development paradigms and potential disasters.

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

ChariotSolutions

Prioritizing Technical Debt Using Version Control Data

Discover data-driven techniques to prioritize technical debt, balance short and long-term goals, and make informed decisions about code improvements using version-control insights from real-world codebases.

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

Databricks

Building Recommendation Systems Using Graph Neural Networks

Explore graph neural networks for recommendation systems, focusing on RECKON's encoder-decoder architecture to improve entity intelligence and personalize user experiences.

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

Databricks

Intermittent Demand Forecasting at Scale Using Meta-Modeling - Deep Auto-Regressive Linear Dynamic Systems

Discover Walmart's innovative solution for predicting demand of slow-moving items using meta-modeling, combining linear dynamic systems and deep auto-regressive networks for accurate forecasts across thousands of SKUs and stores.

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

Databricks

Data Quality Approach for Netflix Personalization Systems

Explore Netflix's approach to data quality for personalization systems, covering automated monitoring, visualization, and regression control methods using Spark-powered infrastructure.

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

Databricks

Apache Spark NLP for Healthcare - Building Real-World AI Systems

Explore real-world healthcare AI systems using NLP, covering patient risk prediction, diagnosis automation, and revenue optimization. Learn key considerations for building domain-specific models and scalable ML pipelines.

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