Data Management - Full Stack Deep Learning - March 2019
Explore data management essentials: labeling, storage, versioning, and processing. Learn about data flywheels, annotation techniques, and efficient workflows for deep learning projects.
Storing Continuous Benchmarking Data in Prometheus
Explore using Prometheus for benchmarking distributed systems, gaining insights into performance issues through comprehensive metric collection and analysis.
How to Pin a Document to a Blockchain on Kaleido
Learn to pin documents to a blockchain using Kaleido, addressing enterprise data storage challenges while leveraging blockchain's decentralization and immutability benefits.
Linux in Space: Fault Detection, Recovery and Fault-Tolerant System Designs
Explore fault detection, recovery, and fault-tolerant system designs for Linux in space environments. Learn strategies to ensure reliability and autonomy in hostile conditions.
Build Open Format Data Lakehouse
Explore open format data lakehouse architecture, benefits, and implementation strategies for efficient cloud-native data management and analytics.
The Wild Ride of the Apple III Uni/Duo File Controller
Explore the fascinating history of Apple ///'s Twiggy drive controller, its discovery, experiments, near-losses, and significance in early computing.
Hands-on Coding Lab: Text Prompt UI for Stable Diffusion Models - Part 4
Learn to save and retrieve prompts and images for Stable Diffusion models using Gradio. Implement a UI with dropdown lists, JSON storage, and duplication prevention for efficient prompt management.
Storage Update
Unboxing and setup of new backup storage drives, exploring various options including external hard drives and cartridge drives, with practical demonstrations and insights.
Data Management - FSDL 2022
Comprehensive overview of data management in ML, covering storage, processing, exploration, and versioning. Includes best practices and insights on self-supervised learning and data labeling.
Vulcanize DB - Storing Ethereum State in Postgres with IPFS/IPLD
Explore innovative blockchain data storage using IPFS/IPLD and Postgres, enabling efficient querying and proof construction for Ethereum and other networks.
How Computers Work - Compilation of Computer Basics
Comprehensive overview of essential computer components and concepts, from hardware to binary and internet basics, ideal for beginners seeking foundational tech knowledge.
Data Management - Full Stack Deep Learning - Spring 2021
Explore ML infrastructure for data management: ingestion, storage, processing, exploration, labeling, and versioning. Learn about tools and best practices for effective dataset handling in deep learning projects.
Apache Pulsar - Next Generation Messaging and Queuing System
Overview of Apache Pulsar's architecture, features, and benefits as a scalable messaging system with unified storage, processing, and serverless capabilities for building end-to-end streaming applications.
Build: Getting Started with Parse - Data Storage, Push Notifications, and Analytics
Learn to build apps quickly with Parse's features like data storage, push notifications, and analytics, focusing on creating unique experiences without server worries.
Serialization - Handling Strings - Lecture 12
Learn efficient techniques for serializing and deserializing strings in programming, enhancing data handling and storage capabilities.
Serialization - Arrays
Learn efficient techniques for serializing arrays in programming, covering implementation strategies and best practices for handling complex data structures.
Serialization - Binary Floats, Doubles, and Booleans
Learn to serialize binary floats, doubles, and booleans efficiently. Master essential techniques for handling these data types in serialization processes.
Peeling Back the Layers of Storage - From Physical Disks to Advanced File Systems
Comprehensive overview of Linux storage options, from basic physical disks to advanced layered systems, covering partitioning, encryption, caching, and file management techniques.
Bcachefs - When Is a File System Ready for Upstream?
Explore the development journey and readiness criteria for integrating bcachefs, a new filesystem, into the Linux kernel upstream.
Understand ECC Support for NAND Flash Devices in Linux
Explore NAND flash ECC support in Linux, covering algorithms, engine missions, and configurations for robust error correction in storage devices.
Coding Theory - Session 4A
Explore cutting-edge advancements in coding theory, examining innovative approaches and their implications for information transmission and error correction in modern communication systems.