Containerizing and Orchestrating Hadoop Infrastructure at Scale
Explore Uber's journey in containerizing Hadoop infrastructure, addressing technical challenges, designing zero-downtime migration, and transforming team culture for efficient large-scale operations.
Personnel Chaos Engineering and Building a Resilient Organizational Structure
Explore strategies for creating resilient organizational structures through personnel chaos engineering, enhancing adaptability and stability in the face of unexpected challenges.
MLSecOps with Automated Online and Offline ML Model Evaluations on Kubernetes
Explore automated ML model evaluations on Kubernetes, focusing on MLSecOps practices for enhanced security and efficiency in both online and offline scenarios.
Deploying ML at Scale with Kubernetes and TFX
Learn to deploy machine learning models at scale using Kubernetes and TensorFlow Extended (TFX), enhancing your ability to manage and scale ML workflows efficiently.
Fully Automated ML Platform Using Kubeflow and Declarative Approach to End-to-End ML Development
Explore FreshBooks' journey to MLOps maturity using Kubeflow pipelines and a declarative framework, addressing challenges and improving ML pipeline reliability from development to production.
The Missing Piece of MLOps: Observability in Machine Learning Applications
Explore ML observability's role in MLOps, learn to prepare for it, and discover how it showcases business value and recognizes data scientists' work.
Automating Production Level Machine Learning Operations on AWS
Explore ML Ops challenges and solutions using AWS services. Learn to bridge the gap between data science and deployment with a "model factory" architecture for effective CI/CD in machine learning.
Design and Practice of OPPO Big Data Spark and Flink Engine Diagnosis System
Explore OPPO's engine diagnosis platform for optimizing Spark and Flink performance in big data operations, enhancing problem-solving efficiency and resource utilization.
Developing for Linux on Windows with WSL and Windows Terminal
Explore WSL and Windows Terminal for Linux app development on Windows. Learn capabilities, limitations, and integration with tools like Docker through live demonstrations.
How to Optimize Non-Coding Time for Developers
Streamline non-coding tasks to boost productivity. Learn automation techniques for ticket creation, PR review optimization, and code deployment tracking, saving valuable time and reducing frustration.
Amplifying Impact: Documentation and Supply Chain Security
Explore how high-quality documentation enhances security practices, based on DORA research. Learn measurement techniques, key findings, and strategies to improve documentation for better security outcomes.
Making an Impact as a Platform Product Manager
Discover simple strategies to excel as a platform product manager, demystifying technical jargon and mastering key responsibilities for impactful platform development and management.
Empathy for the Other - Building Collaboration and Avoiding Toxic Labels
Explore the impact of language and labels on collaboration, learn to appreciate others' work, and gain insights on building empathy in professional environments.
ETL Observability: Azure to Snowflake - Monitoring with Splunk and Power BI
Explore ETL monitoring from Azure to Snowflake using ADF, Splunk, and Power BI. Learn data lineage and observability techniques for efficient pipeline management.
Monitoring Tools with Grafana
Explore Grafana's powerful data visualization and monitoring capabilities for effective metric analysis and alerting across diverse data sources.
Introduction to MLOps: What, Why, and How
Learn MLOps fundamentals, challenges, and benefits. Explore reusable pipelines, continuous training, and automation in AI/ML development.
An Overview of MLOps Pipeline: Automating ML Workflow with Azure Cloud
Explore automated ML workflows and maximize collaboration with an overview of MLOps pipelines using Azure cloud offerings.
Filebeat for Elasticsearch Log Monitoring and Shipping
Discover how to monitor Elasticsearch logs using Filebeat, collect events, and ship them to a monitoring cluster for real-time visibility in Kibana.
Automating Data Pipelines with Python and GitHub Actions - Code Walkthrough
Automate data pipelines using Python and GitHub Actions. Learn to create ETL scripts, set up repositories, configure workflows, and implement ML applications for efficient data processing.
How to Boost a Cloud-Native Lakehouse with 2X Performance
Boost cloud-native lakehouse performance using Kubernetes, Spark, and other open-source technologies. Learn to overcome challenges in resource management, task scheduling, and storage interconnection for enhanced analytics.
Smooth Migration Practice from MapReduce to Spark at ByteDance
Learn ByteDance's smooth migration solution from MapReduce to Spark, reducing costs and improving performance. Explore design, implementation, and benefits of transitioning legacy jobs with minimal changes.