從零開始打造私有雲的 Kubernetes 監控 - 使用 Prometheus 和 Grafana
從零開始學習如何使用Prometheus和Grafana為私有雲Kubernetes建立監控系統，並了解常用CRDs以創建自定義監控報表。
Grafana 全家桶：打造高可用且具可擴充性的 O11y 平台
探索如何利用Grafana生態系打造高可用、可擴充的監控平台，涵蓋metrics、logging和tracing，並與常見解決方案比較優勢。
Getting Started with OpenTelemetry: Instrumenting, Collecting, and Visualizing Telemetry Data
Instrument, collect, and visualize telemetry data using OpenTelemetry in Golang applications. Learn strategies for effective implementation and data analysis.
Grafana Alloy Best Practices: Multi-Tenant Design, Performance Optimization, and End-to-End Tracing
探索Grafana Alloy的多租户設計、性能優化和端到端追蹤，學習實施最佳實踐以提升監控和可觀察性能力。
Muckpile Block Model - Technical Overview of AI-Driven 3D Blast Movement Solution
Explore AI-driven 3D blast movement solutions for open-cut mining. Learn about Muckpile Block Model, its implementation, and how it addresses challenges like dilution and ore loss in hard rock mines.
Development and Future of WAIO's Geological Reconciliation System
Explore BHP's geological reconciliation system, its development, and future capabilities in mining operations. Learn about corporate factors, risk assessment, and advanced analytical tools.
Maximize Discover's True Potential and See Your Data in 3D
Explore 3D data visualization techniques for mineral exploration, including voxels, digitizing, drillholes, and solid creation. Enhance your geological interpretation skills.
Somatic Variant Calling with Mutect2 - GATK Best Practices Tutorial
Explore somatic variant calling with Mutect2, covering key concepts, challenges, and hands-on demonstration of variant identification, filtering, and annotation using GATK best practices.
Pandas and Dask DataFrame 2.0 - Comparison to Spark, DuckDB and Polars
Explore Dask DataFrame 2.0's improvements and performance compared to Spark, DuckDB, and Polars. Learn about new features, benchmarks, and future developments in distributed computing with Python.
Python and SQL: Better Together, Powered by DuckDB
Explore DuckDB's integration with Python for efficient data processing, combining SQL and dataframe capabilities to handle large datasets with ease and speed.
Python and Data Storytelling to the Rescue: Avoiding Deaths by PowerPoint
Explore innovative Python tools and data storytelling techniques to create engaging, impactful presentations. Learn to combine interactivity and memorability for more effective communication.
Visual Data Storytelling with Blender and Python
Create immersive 3D data visualizations by combining Blender's animation capabilities with Python's 2D plotting libraries for impactful storytelling and enhanced data interpretation.
Top Excel Tips for Efficiency - Troubleshooting Common Errors
Master Excel error handling, data validation, and formula auditing to boost spreadsheet reliability and efficiency. Tackle common errors, protect data, and troubleshoot with confidence.
Integrating Knowledge Graphs and Vector RAG for Efficient Information Extraction - Reading Group Session
Explore integrating knowledge graphs and vector retrieval for enhanced information extraction from unstructured financial documents, improving accuracy and efficiency in data analysis.
Integración de MLNet Framework y TensorFlow en C# para Clasificación de Imágenes
Integra MLNet de Microsoft con TensorFlow para clasificación de imágenes en C#. Aprende a utilizar el modelo ImageNet en aplicaciones prácticas.
Microsoft ML.NET Framework Integration with TensorFlow for Computer Vision Classification
Explore MLNet and TensorFlow integration in C# for CV classification using Imagenet model. Hands-on demo with practical code examples.
Flexible Indexing with Postgres
Explore Postgres indexing structures and data-type-specific lookup methods for efficient database performance. Learn when to use brin, gin, GiST, and other specialized indexes.
Drive Rapid PowerShell Adoption Using Jupyter Notebooks
Discover how Jupyter Notebooks can accelerate PowerShell adoption and enhance your scripting skills in this insightful conference talk.
PowerShell with SQL Statement Data Gathering - PowerShell Summit 2023
Explore SQL data gathering techniques in PowerShell to enhance your scripting capabilities and streamline database interactions.
Deploying an Observability Stack in One Line of Code - PowerShell Summit 2023
Deploy an observability stack efficiently with a single line of code, enhancing system monitoring and troubleshooting capabilities for improved performance and reliability.
Re-interpreting Data - Turning Files into Audio, Images, and Music
Explore unconventional data transformations: hear JPEGs, visualize executables, and convert zip files to music. Learn to manipulate raw bytes and bits in Ruby.