Processing Data at Scale with Rails
Strategies for handling large datasets using Rails, covering data ingestion, transformation, and storage with tools like ActiveRecord, Sidekiq, and Postgres.
Data Indexing with RGB - Ruby, Graphs and Bitmaps
Explore data indexing using Ruby, graph databases, and bitmap stores to build a unique data engine, improving query speed and enabling cross-market analysis and harmonization.
Building Stream Processing Applications with Ruby & Meroxa
Learn to build real-time stream processing applications using Ruby and the Turbine framework. Discover how to simplify complex tasks and deploy sophisticated solutions without extensive tooling or unfamiliar paradigms.
Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby
Explore building weather prediction models using machine learning in Ruby, covering data preparation, linear regression, and practical implementation techniques for Rubyists of all levels.
Bridging the Gap - Creating Trust Between Non-Technical Stakeholders and Engineering Teams
Explore strategies to build trust between non-technical stakeholders and engineering teams using data analysis and effective communication for improved project outcomes.
Go for Data Science
Explore Go's potential in data science, covering its advantages, ecosystem, and practical applications for data processing and analysis.
Mining the Go Developer Community
Explore Go developer community trends, metrics, and insights using data mining techniques and machine learning to understand adoption patterns and competitive landscape.
Go for Information Displays
Explore Go's potential for creating compelling information displays and visualizations using SVGo, OpenVG, and dec. Learn to transform data into engaging visual content across various domains.
How Apache Beam Makes Your Data Processing Go
Explore Apache Beam's Go SDK for efficient distributed data processing, overcoming Go's unique challenges using reflection, interfaces, and generics for scalable pipeline execution.
TinyGo - Getting the Upper Hen
Explore TinyGo for microcontrollers: learn to collect henhouse data, use WiFi communication, and build dashboards for remote monitoring. Unleash creativity with Go in small-scale projects.
Go, the Data Engineer's Missing Tool?
Explore Go's potential in data engineering, focusing on serialization, efficient processing, and reliability. Learn about challenges and benefits of introducing Go to this domain.
Avoiding D3 Spaghetti With React
Learn to create reusable, animated visualization components by combining D3's animation performance with React's declarative nature, enabling efficient development of any imaginable visualization.
General Track
Explore cutting-edge React.js topics with expert talks on state management, GraphQL, D3 integration, and more. Gain insights into best practices and emerging trends in React development.
D3 and React, Together
Explore the synergy between D3 and React for data visualization, learning when to use each library and how to combine them effectively for powerful interactive applications.
GraphQL at Scale with AWS
Explore GraphQL's scalability with AWS AppSync, covering offline data, subscriptions, authorization, and integration with various data sources for robust API development.
Visual Feature Engineering for Machine Learning with React
Explore visual feature engineering for machine learning using React and TensorFlow.js to predict soccer match outcomes, with real-time model visualization and training insights.
Data Visualizations and Internationalization - Make Apps for a Global Audience
Learn techniques for customizing React data visualizations for international audiences, covering formatting, design, coding, testing, and localization considerations.
GraphQL for Everyone
GraphQL's potential to empower non-developers by providing easier access to data. Explores research on GraphQL accessibility and its ability to connect diverse organizational roles with impactful information.
The Language of Shapes - Understanding the SVG Path
Explore SVG paths, their manipulation with React, and interactive shape creation. Learn to read and modify path data for dynamic, accessible, and styleable graphics without relying on design software.
Piratin' the YQL Way
Explore YQL's powerful data manipulation capabilities and learn how to leverage it for efficient web scraping and data extraction.
How Quick Can We Be? - Data Visualization Techniques for Engineers
Explore data visualization techniques for engineers, focusing on efficient methods to create impactful visual representations of complex information.