Metaprogramming 2.0
Explore Scala metaprogramming's evolution, current capabilities, and future prospects. Learn about Scala Meta, its applications, and improvements in macros for enhanced code analysis and manipulation.
Scala - The Unpredicted Lingua Franca for Data Science
Explore Scala's emergence as a key language for data science, covering its features, integration with Spark, and advantages over traditional options like Python and R.
Machine Learning with Scala on Spark
Explore machine learning with Spark and Scala, comparing frameworks, discussing advantages, and addressing challenges in data science. Gain insights into Spark.ml's capabilities and potential for predictive modeling.
Roll Your Own Shapeless
Explore advanced Scala type system techniques to recreate Shapeless framework elements, focusing on HList, context-dependence, and Peano arithmetic without macros.
Introduction to Code Generation with Scalameta
Explore scalameta for code generation in Scala. Learn basics, composable DSL, and advanced use cases. Includes live demo and discussion on potential applications and comparison with traditional macros.
Adventures in Metaprogramming - Macros versus Shapeless
Explore metaprogramming techniques in Scala, comparing macros, shapeless, and code generation to eliminate boilerplate and improve code maintainability for intermediate developers.
Bifurcation Without Schism - The Scala Ecosystem
Explore Scala's ecosystem duality: functional programming vs. practical development. Discover challenges, opportunities, and strategies for leveraging this unique community structure to create powerful libraries and a productive language.
Uniting Church and State - FP and OO Together
Explore Church encoding to combine functional and object-oriented programming, achieving simple semantics and high performance in time series analysis for large-scale data processing.
Analyzing Pwned Passwords with Apache Spark
Learn to analyze large datasets of compromised passwords using Apache Spark, exploring data processing techniques and security implications in this Scala Days conference talk.
Analyzing Pwned Passwords with Apache Spark
Learn to analyze compromised passwords using Apache Spark, exploring data processing techniques and security implications in this Scala Days conference talk.
Interactive Computing with Jupyter and Almond
Explore interactive computing using Jupyter and Almond for Scala development. Learn to create dynamic, shareable notebooks for data analysis, visualization, and machine learning projects.
Metaprogramming in Dotty
Explore advanced metaprogramming techniques in Dotty, the next-generation Scala compiler, to enhance code generation and manipulation capabilities for more powerful and flexible programming.
Asynchronous Streams in Direct Style With and Without Macros
Explore asynchronous streams in Scala using for-comprehensions, scala-async, and macro-based implementations, with insights on Reactive Streams and Project Loom.
Magnum - A "New Look" for Scala 3 Database Clients
Explore Magnum, a new Scala 3 database client combining macros and structural types for typesafe, IDE-refactorable SQL interfaces across JDBC-supported databases.
Building Billion Node Graphs for Machine Learning
Explore building billion-node graphs for machine learning, covering data ingestion, graph management, and algorithm execution at scale. Learn about challenges and solutions in handling massive datasets for GraphML research.
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.
Piratin' the YQL Way
Explore YQL's powerful data manipulation capabilities and learn how to leverage it for efficient web scraping and data extraction.
Chakra - Building a New JavaScript Engine for Internet Explorer 9
Explore the development of Chakra, IE9's JavaScript engine, focusing on performance improvements, new features, and its impact on web browsing speed and efficiency.
Sweet Sixteen, but Where Are the Tools?
Explore advanced JavaScript tools for expressions, error handling, and code optimization in this insightful talk on enhancing development workflows and productivity.