Introduction to http4s - Creating a Sample Application
Explore http4s and build a sample application to understand its core concepts and practical implementation.
Initializing Global Objects: Time and Order
Explore a novel approach to global object initialization in Scala, addressing safety issues and proposing static analysis techniques to eliminate errors and optimize performance.
Growing a Functional Discipline
Strategies for adopting functional programming in organizations: reducing risks, fostering learning culture, and transitioning from ad-hoc solutions to domain-driven implementations in Scala and Haskell.
Lessons from a Large JVM Monorepo - Managing Multi-Language Codebases
Discover practical solutions for managing large-scale JVM monorepos, including cross-platform builds, multi-language support, and compilation optimization techniques from Airbnb's engineering experience.
Flan: An Expressive and Efficient Datalog Compiler for Program Analysis
Explore Flan, a Datalog compiler embedded in Scala that combines expressiveness and performance for program analysis, offering powerful extensions and specialized code generation.
Proving and Disproving Equivalence of Functional Programming Assignments
Explore an automated approach for verifying programming assignments using equivalence checking, functional induction, and clustering algorithms. Learn how to prove correctness and provide counterexamples efficiently.
Embedding Generic Monadic Transformer into Scala
Explore dotty-cps-async for embedding monadic expressions in Scala using async/await, supporting generic monads and high-order function transformations for enhanced concurrent programming.
What Scala Taught Me About Software Engineering
Explore how Scala's principles and features influence software engineering practices, enhancing your approach to coding across languages.
Creating and Submitting Scala Jobs to Spark Clusters Using Airflow
Build end-to-end data engineering project using Airflow, Docker, Spark, Scala, Python, and Java. Create and submit jobs to Spark clusters, process data, and view real-time results.
Creating and Submitting PySpark Jobs to Spark Clusters
Create and submit PySpark jobs to Spark clusters in an end-to-end data engineering project using Airflow, Docker, and multiple programming languages. Learn job creation, cluster submission, and result visualization.
End-to-End Data Engineering with Apache Airflow, Docker, and Spark Clusters - Using Python, Scala, and Java
Build an end-to-end data engineering project using Apache Airflow, Docker, Spark Clusters, Scala, Python, and Java. Create and submit jobs in multiple languages to a Spark cluster for processing and real-time results.
Creating and Submitting Java Spark Jobs to Spark Clusters
Create and submit Java Spark jobs to clusters. Learn end-to-end data engineering with Airflow, Docker, Spark, Scala, Python, and Java. Build and process jobs in multiple languages for live results.
Connecting PostgreSQL Database Using Slick Library with Play Framework
Connect PostgreSQL with Play Framework using Slick library. Learn efficient database integration for modern web applications.
Akka gRPC Essentials: A Hands-On Introduction
Explore Akka gRPC fundamentals to build efficient distributed systems. Gain essential skills for creating robust, scalable applications using Akka and gRPC.
Dependency Management in Spark Connect - Simple, Isolated, Powerful
Explore Spark Connect's new session-based dependency management system for dynamic updates and isolation in distributed computing, with practical examples for Python and Scala applications.
Unity Catalog Lakeguard - Data Governance for Multi-User Apache Spark Clusters
Explore Databricks' innovations in data governance for lakehouses, enabling efficient multi-user workloads with Shared Clusters and Unity Catalog while reducing costs and operational complexity.
The Many Shapes of Polymorphism
Explore polymorphism's impact on programming language design through Java and Scala examples, comparing code evolution and examining how different language features coexist.
Introducing Course Management Tools 2.0 for Efficient Course Creation and Maintenance
Discover tools for efficient course creation, maintenance, and distribution. Learn to simplify complex topics, incorporate student feedback, and keep content up-to-date with evolving technologies.
The Sparkling Solution that Scales to IoT
Exploring Spark and Scala for IoT big data analytics, with demonstrations of infrastructure setup on Apache Mesos and coding techniques for Spark streaming, AKKA, and SparkSQL.
Scala - The Unpredicted Lingua Franca for Data Science
Explore Scala's rise as a key language for data science, covering functional programming, Spark integration, and advantages over Python in this insightful talk by Dean Wampler.
Sharing 2 Years Experience Using Scala in a Real Project by a Java Team
Insights and experiences from a Java team's 2-year journey adopting Scala/Akka, covering best practices, pitfalls, and lessons learned in functional programming and interoperability with Java and Groovy.