Systems Core Courses

Meta

Type Systems Will Make You a Better JavaScript Developer - React Conf 2017

Explore how type systems enhance JavaScript development, focusing on error prevention, code clarity, and improved tooling for more robust applications.

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

Meta

Combining Type Systems with PHP: Hack's Approach

Explore Hack, Facebook's PHP dialect with a strong static type system. Learn how it enhances PHP's productivity while maintaining its core strengths.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Meta

Turning Caches into Distributed Systems with Mcrouter

Explore Facebook's mcrouter software for transforming standalone caches into robust distributed systems, addressing challenges like transient failures and multiple clusters.

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

Meta

Storage Systems at a Rapidly Scaling Startup - Instagram's Infrastructure Evolution

Explore Instagram's infrastructure evolution from 30M to 150M users. Learn scaling strategies, database optimizations, and lessons from rapid growth with a small engineering team.

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

Brian Advent

Recognize Handwriting with Core ML - Days of Swift Tutorials

Implement handwriting recognition on iOS using Core ML, Vision Framework, and MNIST model. Learn to process touch drawings for real-time digit classification.

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

Brian Advent

Core Data Introduction in iOS and Mac OS Programming - Part 2

Learn to create a reusable Core Data class for iOS and macOS apps, enabling easy development of Core Data applications with methods for database creation, object management, and data fetching.

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

tinyML

Continual On-Device Learning on Multi-Core RISC-V Microcontrollers

Explore continual on-device learning for multi-core RISC-V microcontrollers, focusing on system architecture, memory-energy-accuracy trade-offs, and efficient implementation of backpropagation techniques using latent replays.

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

tinyML

TinyML Talks - Software-Hardware Co-design for Tiny AI Systems

Explore efficient AI models, hardware-friendly compression, and topology-aware design for resource-constrained systems. Learn cross-optimization techniques and distributed learning for scalable AI solutions.

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

tinyML

Imaging Radars - Learning for Enhanced Vision in Modern Radar Systems

Explore imaging radars and machine learning for enhanced object classification in traffic enforcement and autonomous driving applications using millimeter-wave technology.

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

Nick Zentner

Crystalline Core with Stacia Gordon

Explore North Cascades geology, focusing on Skagit Gneiss formation, age dating methods, and crystalline core complexes. Learn about fault systems, crustal deformation, and recent geological research findings.

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

David Shapiro ~ AI

GPT3 and Finetuning the Core Objective Functions - A Deep Dive

Explore GPT-3's core functions, AI safety concerns, and strategies for increasing prosperity and understanding. Delve into generating training data, creating machine conscience, and the challenges of superintelligence.

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

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

Steve Brunton

Dynamical Systems

Explore advanced techniques in dynamical systems analysis, including SINDy, Koopman theory, and deep learning applications for modeling complex nonlinear systems.

• YouTube
• 6 hours
• On-Demand
• Free Video

Steve Brunton

Data-Driven Dynamical Systems with Machine Learning

Explore modern machine learning methods for modeling complex dynamical systems from data. Learn data-driven control techniques and apply them to various fields of science and engineering.

• YouTube
• 15 hours
• On-Demand
• Free Video