Gershwin - Stack-based, Concatenative Clojure
Explore Gershwin, a stack-based language fusing Clojure and Factor concepts. Learn about its unique features, implementation, and seamless Clojure interop while building a program during the presentation.
BODOL, or How to Accidentally Build Your Own Language
Explore language design principles and prototype development using functional programming, inspired by Clojure and Haskell. Learn about BODOL, a unique toy language combining Lisp and Haskell features.
Functional Reactive Programming in Elm
Explore Functional Reactive Programming in Elm, a powerful approach for creating interactive web interfaces and games with concise, readable code. Learn key concepts and see live coding of a Mario game.
Making Software Development Make Sense to Everyone
Exploring ways to make software development more inclusive and accessible, addressing challenges in diversity, education, and communication within the field.
What Is a Strange Loop and What is it Like To Be One?
Explore the concept of "I" and self-awareness through Gödel's incompleteness theorem with Pulitzer Prize-winning author Douglas Hofstadter, as he revisits and clarifies ideas from his influential works.
Riding the Stream Processing Wave
Explore LinkedIn's stream processing challenges, innovations in machine learning applications, and advancements in nearline processing. Learn about state management and offline-online convergence in large-scale data systems.
New Programming Constructs for Probabilistic AI
Novel programming constructs for probabilistic AI that automate complex mathematical details, enabling accessible AI development without advanced math. Includes examples using Gen for 3D scene inference and time series forecasting.
Empowering People to Build a Digital Bank
Explore how a digital bank built and scales its microservices architecture, focusing on cloud-based infrastructure, Kubernetes deployment, and custom tooling for high reliability and fast development cycles.
CSS Algorithms
Explore CSS algorithms: their definition, implementation, and impact on web development. Learn to write efficient CSS code and understand its role in modern design systems and media publications.
¡Escuincla Babosa! A Python Deep Learning Telenovela
Explora cómo crear guiones de telenovelas usando redes neuronales y aprendizaje profundo en Python, comparando frameworks como Keras, PyTorch y TensorFlow para generar drama y giros argumentales.
Why Do Tree Ensembles Work?
Explore the statistical properties and effectiveness of decision tree ensembles in classification and regression, covering algorithms, bias-variance decomposition, and advanced interpretations.
How to Fix AI - Solutions to ML Bias - And Why They Don't Matter
Exploring ML bias solutions and their limitations. Presents deep learning techniques for combating data bias, discusses algorithmic fairness, and challenges assumptions about AI bias solutions through real-world case studies.
Easy Abstract Interpretation with SPARTA
Streamline static analyzer development with SPARTA, a C++ library providing efficient, scalable components. Learn algorithms, benefits, and implementation for language-independent program analysis.
From Video Games to Fashion - A Machine Learning Journey
Explore machine learning applications in gaming and fashion industries, focusing on consumer behavior prediction using advanced models like CNN, LSTM, and DeepAR for personalized experiences.
Better Spotify Playlists through Discrete Optimization
Explore algorithmic playlist creation using music theory and optimization techniques to generate cohesive, mood-setting Spotify playlists. Includes live demos and audience participation.
Rebuilding Optimizing Compiler for Dart
Explore Dart's evolution from dynamic to static typing, its VM architecture changes, and the balance between language design and optimization in this insightful talk on compiler rebuilding.
Making Games for 1920s Hardware
Explore the development of "Hello, Operator!", a game using a 1927 telephone switchboard. Learn about blending old and new tech, hardware challenges, and cross-platform game engine design.
Why I Chose to Modularize the Ducks in My React App
Learn to modularize React and Redux code for better state management, scalability, and maintainability using the "ducks" pattern, illustrated through a TV show ranking app example.
Making Machines That Make Music
Explore the journey of modeling and generating Carnatic music using machine learning. Discover data collection techniques, raga identification, and automatic transcription, with demos comparing machine and human music.
From the Inside Out - Building a City Vacancy Portal
Explore how citizens built a data portal to address Saint Louis' vacant property problem, unifying fragmented data for policymakers and residents alike.
Misuser
Exploring digital art from early computing eras, revealing system limitations and artistic innovations. Discusses challenges in preserving and exhibiting these works, highlighting cultural impacts on technology.