Business Intelligence Toolkit Overview - Microsoft Power BI and R
Explore data visualization with Power BI and R, focusing on cognitive psychology theory and practical applications for creating effective dashboards and analyses.
SQL Server Execution Plans - From Compilation to Caching to Reuse
Comprehensive exploration of SQL Server execution plans, covering compilation, caching, reuse, and optimization strategies for improved database performance and scalability.
Common Data Science Mistakes
Explore common pitfalls in data science, from data preparation to analysis. Learn to avoid mistakes in statistics, outlier handling, and visualization for more accurate insights and predictions.
Turning Membership Surveys Into Action - Predictive Analytics
Learn to transform membership survey data into actionable insights using factor analysis and predictive modeling techniques for more effective decision-making and stakeholder engagement.
Elementary! The Curious Case of Deceptive Query Optimizer
Uncover the mysteries of SQL Server Query Optimizer through case studies, investigating performance issues and revealing unexpected culprits in query execution plans.
Missing T-SQL Querying Features for Handling NULLs and for Data Analysis
Explore advanced T-SQL querying techniques for handling NULLs and data analysis, covering missing SQL Server features and effective workarounds for improved database performance and functionality.
Comparing Predictive Models from R, Python, SSAS, and Azure ML
Explore techniques for evaluating and comparing predictive models across R, Python, SSAS, and Azure ML, with insights on integrating diverse tools for optimal data mining results.
Machine Learning, Artificial Intelligence, and Deep Learning Explained
Explore AI, ML, and DL with Buck Woody: learn key differences, use-cases, and implementation options, including SQL Server platform technologies.
What's Your Bacon Number - An Introduction to Graph Databases
Explore graph databases using IMDB data to calculate Bacon Numbers. Learn graph theory, database types, and practical applications with Azure Cosmos DB and Gremlin API.
Developer Best Practices in SQL Server
Learn optimized T-SQL coding techniques for SQL Server, including Sarg-ability, performance improvement, SQL injection prevention, parameterization, and dynamic SQL best practices through real-world examples.
Data Platform WIT Interview - Kimberly L Tripp on her PASS Data Community Summit Pre-con
Discover insights on query performance optimization through statistics with expert Kimberly L. Tripp in this engaging interview about her upcoming pre-conference session at PASS Data Community Summit.
The Integration of Rust with Kernel Testing Service
Explore the integration of Rust programming language with Kernel Testing Service, discussing implementation challenges, benefits, and future prospects for Linux kernel development.
Keep Calm and Type Erase On
Explore type erasure in Swift: its definition, necessity, and implementation. Learn about concrete vs abstract types, covariance, and best practices for effective type usage.
Train Your Swift - Computational Statistics in Swift Examples
Explore statistical models, bag-of-words classification, and Markov Chain algorithms in Swift. Learn to implement mathematical concepts for sorting, classifying, and generating data through practical examples.
Coding Deep Learning
Explore deep learning fundamentals, including matrix algebra and calculus, and get practical tips for using frameworks like Keras, PyTorch, and TensorFlow in this informative session.
Machine Learning in the Browser
Explore the frontier of machine learning in web browsers, covering state-of-the-art libraries, implementation challenges, and performance optimization techniques for browser-based ML applications.
Predicting New York City Taxi Demand - Spatio-Temporal Time Series Forecasting
Explore spatio-temporal forecasting for NYC taxi demand using advanced models like LSTM and TCN, reducing prediction errors by 40% compared to baseline methods.
Animating Angular
Explore Angular animation techniques, from basic CSS transitions to advanced JavaScript sequences, enhancing your web applications with dynamic and engaging user interfaces.
Getting Started with Jaeger
Learn to set up and operate Jaeger, the popular distributed tracing system, in a Kubernetes cluster. Covers architecture, installation, configuration, backend options, and key metrics for production deployment.
Tools for Verified Scala
Explore tools for code verification, synthesis, and repair in Scala, focusing on the Stainless analyzer and its applications in proving program correctness and algebraic properties.
A Birds Eye View of the Scala Ecosystem
Explore Scala's ecosystem, libraries, tools, and community. Learn when to use Scala libraries, interact with SQL, and choose the right IDE for development.