Cognitive UX - Using Cognitive Science and Psychology to Drive UX Design
Explore cognitive science principles to create effective UX designs, leveraging mental shortcuts and addressing biases for improved user experiences and emotional connections.
The Current State of AI Driven Development
Explore technical aspects of AI in software development, including tools, architectures, and best practices for incorporating AI into workflows and ethical considerations.
Revisiting Design Patterns after 20
Explore modern Java implementations of classic design patterns, showcasing how language improvements enhance Strategy, Visitor, Command, and more, through live code refactoring and practical examples.
Design Patterns for Data Pipelines Beyond ETL
Discover essential design patterns for managing complex data pipelines in Python, focusing on advanced transformation techniques and Django integration for robust ETL workflows.
Succeeding at Reactive Architecture
Explore principles and patterns for building reactive systems. Learn how message passing enables isolation, resilience, and elasticity in modern software architectures.
.NET Core Dependency Injection – The Booster Jab
Advanced .NET Core dependency injection techniques, covering complex topics like avoiding multiple registrations, resolving conflicts, and improving performance for experienced developers.
Designing Composable Functional Libraries, Not Just for Data Visualization
Explore functional library design for data visualization, focusing on composable code and reusable primitives. Learn to create elegant charts and extract general principles applicable to various domains.
Generative AI Design Patterns - Five Key Patterns for Enhanced AI Systems
Explore five essential generative AI design patterns - RAG, Cluster Pulse, State Based Agents, Guard Rails, and Auto-Prompting - through their practical application in developing a personalized K-8 tutoring system.
Records in Java: From Constant Classes to Pattern Integration - A Deep Dive
Dive into Java Records beyond constant classes, exploring compact constructors, components, and pattern integration while mastering implementation techniques for more effective programming.
Typed Design Patterns for the Functional Era - FUNARCH'23
Explore functional design patterns in modern programming, focusing on architectural concepts and their implementation in Rust's type system.
Building Blocks and How to Use Them: A MongooseIM Case Study - Code BEAM America 2022
Explore MongooseIM's evolution, Erlang design patterns, and reusable libraries extracted from this open-source messaging server. Learn about scalable architecture and community-driven development.
Design Patterns in Elixir: Exploring the Gang of Four - Keynote
Explore classical design patterns in Elixir, deconstructing objects and examining their impact on large system design with José Valim's insightful analysis.
std::function: Past, Present, and Future - Meeting C++ 2022
Explore std::function's evolution, applications, and alternatives in C++. Learn about observer patterns, callback systems, and function-related libraries and extensions.
Experimenting with Type Erasure in C++17 - SAS7BDAT File Reader Implementation
Explore type erasure in C++17 through a SAS7BDAT file reader example. Learn to implement external polymorphism for flexible, high-performance data processing across various input and output streams.
Variable Monitoring with Declarative Interfaces - Lecture
Explore a scalable framework for monitoring industrial signals using declarative APIs and builder patterns, enhancing readability and extensibility in control software.
Design Patterns: The Most Common Misconceptions
Uncover common misconceptions about design patterns in software development. Gain clarity on Factory, Builder, Bridge, Strategy, Visitor, and Decorator patterns for improved communication and architecture.
APIs - Refactoring to Patterns
Explore API refactoring patterns to improve code quality, maintainability, and architecture. Learn about cohesion, loose coupling, and design patterns for better microservices.
Identification of Customer Behavioral Attributes through Topic Modelling
Explore customer behavior analysis using topic modeling on retail basket data. Learn to identify shopping patterns and tag customers based on their purchasing habits.
Machine Learning Design Patterns - Model Monitoring and Explainable Predictions
Explore best practices in machine learning with a focus on model monitoring and explainable predictions, drawing from proven design patterns.
MLOps That Works: Building ML Pipelines for Autonomous Factory Models
Explore MLOps strategies for autonomous factories. Learn design patterns and anti-patterns for deploying ML models in dynamic industrial environments using flexible pipelines.
Pytest Design Patterns
Explore battle-tested techniques to enhance test suite maintainability. Learn fixture factories, effective mocking, parametrized fixtures, and alternative test categorization for more reliable Python testing.