Access 2019 Beginner Tutorial
Comprehensive tutorial on Microsoft Access 2019 for beginners, covering database creation, table design, data import, relationships, queries, forms, and reports. Includes hands-on exercises and advanced topics.
Hands on Introduction to Docker and Data Persistence With Docker Volumes
Comprehensive Docker tutorial covering image management, container operations, Dockerfile creation, and data persistence using volumes and bind mounts. Hands-on approach with practical examples.
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.
Photon Vectorized Execution Engine - Technical Deep Dive
Explore Photon's vectorized execution engine, learning about expression evaluation, compute kernels, runtime adaptivity, and vectorized operations for enhanced data processing efficiency.
MLflow at Company Scale - Scaling and Optimizing for High-Volume Machine Learning
Learn how Criteo scaled MLflow to handle massive data volumes, including horizontal scaling, monitoring, SSO integration, and hadoop cluster integration for data scientists.
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.
Efficient Query Processing for Unstructured Data Using Machine Learning
Explore efficient query processing techniques for unstructured data using machine learning, including proxy scores and clustering methods to accelerate analysis and reduce costs.
Table Clustering in MySQL and Postgres - The Pros and Cons
Explore database clustering in MySQL and Postgres, including benefits, drawbacks, and implementation across popular databases. Learn about this crucial feature for optimizing data organization and retrieval.
RocksDB Transactions - Features and Implementation
Explore RocksDB Transactions, including isolation levels, snapshots, and future developments in this storage engine designed for high-performance applications.
Running at Scale on Parse - Tips for High-Traffic Apps
Learn strategies for scaling high-traffic apps on Parse, including optimizing API requests, database principles, and data modeling techniques to enhance performance and reliability.
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.
Build - Local Datastore and Security in Parse Apps
Explore Parse Local Datastore for offline app functionality and learn about Parse security features to protect user data and ensure safe app operations.
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.
Facebook's Use of Memcached for Caching and Storage Performance
Learn how Facebook optimized memcached for high-performance caching and storage, including solutions to common issues and innovative modifications to improve efficiency and scalability.
Arduino WiFi IoT Tutorial - Full Communication From Anywhere in the World - Part 3
Learn to create a global IoT project using ESP8266, SQL database, and PHP. Covers two-way communication, web interface setup, and sending text messages from your Arduino-based devices.
Pre-cloud Cassandra to Multi-Cloud Kubernetes
Explore k8ssandra: Bringing Cassandra's advantages to Kubernetes for simplified multi-cloud operations. Demo-driven session showcases deployments on GKE, EKS, and multi-cloud setups, highlighting elasticity, scalability, and durability.
Kubernetes SIG Storage Deep Dive
Explore Kubernetes SIG Storage projects, current status, and future developments. Learn about file and block storage availability, capacity management, and generic operations in container environments.
Tales from On-Call: Operating Etcd at Scale
Explore challenges and solutions for operating etcd at scale, including memory management, size quota, and revision divergence recovery, shared by Amazon EKS engineers.
Multi-DB on Kubernetes Multi-Cluster - Session 9
Explore strategies for deploying and managing multi-database systems across Kubernetes multi-cluster environments, enhancing scalability and resilience in cloud-native architectures.
Lessons Learned From Etcd Data Inconsistency Issues
Explore critical etcd data inconsistency issues, their discovery, resolution, and key lessons for the cloud native community. Gain insights into maintaining robust distributed systems.
Data on Kubernetes: Deploying and Running PostgreSQL - Patterns for Databases in Kubernetes Clusters
Explore deploying PostgreSQL on Kubernetes using Cloud Native PostgreSQL operator and CSI-plugin. Learn about zero/low RTO, replication effects, and object store backups for robust database management.