Data Mesh in Practice - From Data Lake to Distributed Architecture at Zalando
Explore Zalando's journey from centralized Data Lake to distributed Data Mesh architecture, focusing on data ownership, quality, and accessibility in large-scale e-commerce environments.
The Killer Feature Store - Orchestrating Spark ML Pipelines and MLflow for Production
Explore feature store implementation as an orchestration engine for ML pipeline stages using Spark and MLflow, focusing on deployment management, A/B testing, discovery, and governance.
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.
The Shift to Data Mesh: Fundamentals and Implementation Strategies
Explore Data Mesh fundamentals and how Avanade helps clients adopt a distributed, domain-led approach to improve data modeling, governance, and incremental transformation for faster performance.
Architect's Open-Source Guide for Data Mesh Architecture
Explore Data Mesh architecture, its principles, benefits, and implementation challenges. Learn about open-source tools like Apache Spark for building effective Data Mesh systems in real-world scenarios.
Considerations for Data Access in Lakehouse Architectures
Explore data access considerations in lakehouse architectures, covering fine-grained controls, row-level segmentation, and BI tool integration for effective data governance and management.
Databricks Lakehouse Platform - Governance and Security Fundamentals
Learn fundamentals of governance and security for cloud data platforms, covering identity management, private links, access monitoring, cost control, and policy enforcement for workspaces.
Why AI Starts with Effective Data Management
Explore effective data management strategies for AI success with insights from PETRONAS' Head of Enterprise Data on building a data-driven organization and empowering citizen analytics.
The Role of Data Platforms in Transforming Business - Champions of Data and AI Episode 6
Explore how Johnson & Johnson leverages a comprehensive data platform for business transformation, featuring insights on data curation, AI applications, and strategic decision-making.
Testing ML Models in Production - Detecting Data and Concept Drift
Explore robust ML model testing in production using MLflow, SciPy, and statsmodels. Learn key statistical tests, metrics for drift detection, and gain practical insights for maintaining model effectiveness.
Digital Archiving Workflow for Beginners - Photography File Management and Backup
Learn efficient digital photo management: importing, converting, renaming, archiving, and backing up images. Explore Digital Asset Management systems for streamlined workflow.
30 Years of Linux and Open Source: Future Trends and Community Sustainability
Fireside chat exploring Linux and Open Source's evolution, future challenges, and opportunities, featuring insights from Nithya Ruff on community sustainability, standards, and diversity in tech.
Building Low-power Software for Nano-satellites
Explore challenges and solutions in developing software for nanosatellites, including disconnected operations, energy management, and communication issues in space environments.
Digital Investigation: Introduction to IP and MAC Addresses
Learn about IP and MAC addresses, their allocation, DHCP servers, and related tools in Linux and Windows. Gain practical skills for digital investigation and network analysis.
Switching and VLAN Configuration - Introduction to Trunking and VTP
Explore VLAN concepts, configuration, trunking, and VDP in this comprehensive tutorial, enhancing your network switching skills and knowledge.
Cisco Switch Fundamentals - Configuration, VLANs, and Trunking
Learn essential switch concepts, configuration, VLANs, and trunking for Cisco networks. Gain practical skills in network segmentation and efficient data transmission.
Tokens, Authorization and Docker
Learn about authorization, tokens, and Docker in cybersecurity. Explore single sign-on, Active Directory, smart contracts, JSON Web Tokens, and FIDO for enhanced digital security and authentication.
CeH Unit 5: Linux and Automated Security Assessment Tools
Explore Linux security, file systems, and automated assessment tools. Learn about key files, password management, and performance reconnaissance techniques.
Linux + Electronics: A Raspberry Pi Course - Class 4
Explore GPIO, LED blinking, servo control, and I2C communication on Raspberry Pi. Hands-on lessons for integrating Linux with electronics and hardware interfacing.
Linux + Electronics: A Raspberry Pi Course - Class 3
Explore Bash scripting, Python, and Raspberry Pi integration. Learn structure, functions, conditionals, crontab, and create an LED control script in this hands-on Linux and electronics session.
Linux + Electronics: A Raspberry Pi Course - Class 1
Introduction to Raspberry Pi, Linux, and electronics, covering basic concepts and setup procedures for beginners. Includes OS installation, WiFi configuration, and system updates.