A Pragmatic Approach to Turn Your Data into Actionable Insights
Explore BI services like Power BI, QuickSight, and Tableau to create interactive dashboards, embed analytics, and gain actionable insights from your data without custom front-end code.
Building a Telegram Bot with Apache Kafka and ksqlDB
Hands-on demonstration of building a Telegram bot using Apache Kafka and ksqlDB, showcasing real-time data processing, querying, and integration capabilities without additional datastores.
Machine Learning Simplified for Developers with ML.NET
Explore ML.NET for developers: prototype, tweak with data science, and generate code for applications. Learn to create and improve machine learning models using ML.NET Model Builder and basic data science techniques.
Tips and Tricks for Robust Big Data Applications
Discover essential tips for optimizing big data applications, including storage efficiency, data quality assurance, governance, and automation tools for improved performance and compliance.
Power BI Embedded Analytics Explained
Explore embedding interactive data visualizations in apps, covering authentication, APIs, security, licensing, and management for experienced developers.
Continuous Delivery for Machine Learning - Patterns and Pains
Explore challenges and patterns in implementing Continuous Delivery for data-driven systems with machine learning, focusing on pain points and practical solutions for complex architectures.
Continuous Intelligence - Keeping Your AI Application in Production
Adapting Continuous Delivery practices for AI applications, enabling rapid updates and maintenance of machine learning models in production environments.
Measuring DevSecOps - Building Metrics to Understand Effectiveness and Success
Explore key DevSecOps metrics to measure effectiveness, track essential security KPIs, and visualize results using Azure DevOps. Learn to demonstrate success and drive transformation in your development process.
Architectural Visualization for Design Strategies on a 120 Year-Old Building
Discover how HOK uses Unreal Engine to create photorealistic visualizations for Canada's Parliament Centre Block restoration, combining historical architecture with modern technical workflows for precise conservation planning.
Análisis de la Tasa de Transmisión Dependiente del Tiempo en Modelos Epidemiológicos
Explore mathematical analysis of time-dependent transmission rates in SEIR-like epidemiological models, covering direct and inverse problems, Tikhonov regularization, and practical applications.
Google Sheets - From Basics to Advanced Features Tutorial
Master spreadsheet essentials with hands-on practice in data entry, formulas, charts, pivot tables, and collaboration features. Transform raw data into meaningful insights using practical functions and visualization tools.
Product Analytics and Personalization for Facebook and Instagram Shops
Discover how Meta leverages data analytics for product development through a case study of Facebook and Instagram Shops, exploring the crucial roles of Data Engineering and Data Science.
Measuring Graph Distance Using the Labeled Merge Tree Interleaving Distance
Explore geometric graph analysis through merge trees, learning advanced techniques for measuring distances between networks using directional transforms and multi-labeling schemes.
Theoretical and Data-Driven Models in Ecology
Explore mathematical modeling approaches in ecology, from theoretical frameworks to data-driven analysis, understanding complex ecological systems and their dynamics.
Live-Coding: Master Anti-Ban and Web Scraping with Scrapoxy
Master web scraping techniques and anti-ban strategies using Scrapoxy, Scrapy, and Playwright. Learn proxy handling, code deobfuscation, and effective methods to bypass anti-bot systems.
Uni-alignment: A Parameter-free Framework for Fast and Accurate Sequence Alignment
Discover a parameter-free framework for fast sequence alignment through UniAligner, exploring innovative approaches to computational genomics and bioinformatics analysis.
Psychiatric Phenotyping from EHR - Yes, We Can!
Discover how to leverage Electronic Health Records (EHR) for psychiatric phenotyping, exploring innovative computational methods and applications in mental health research.
Using Biobanks to Study People That Are Not in It - CGSI 2024
Discover innovative approaches to extend biobank research benefits beyond direct participants, exploring methodologies for broader population health insights and applications.
Constraints on Tumor Development
Explore genetic intra-tumor heterogeneity and evolutionary patterns across thousands of cancer genomes, examining key constraints in tumor development and progression.
Phylogenomic Tree Estimation Tutorial - CGSI 2024
Discover advanced techniques for phylogenomic tree estimation, including ASTRAL, DISCO, and QR-STAR methodologies for species tree inference and branch length estimation in computational genomics.
Introduction to mRNA Design - CGSI 2024
Discover the fundamentals of mRNA design through computational approaches, exploring optimization algorithms, stability analysis, and practical applications in modern biotechnology and vaccine development.