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Introduction to Scala
▾
Overview of Scala
History of Scala
Setting Up Scala Environment
Scala Editions
Scala vs. Java
Scala Security
▾
Introduction to Scala Security
Secure Coding Practices
Authentication and Authorization
Encryption in Scala
Advanced Security Techniques
Scala Basics
▾
Introduction to Scala Basics
Scala Syntax
Variables and Data Types
Control Structures
Functions and Methods
Scala for RESTful APIs
▾
Introduction to RESTful APIs
Building APIs with Play Framework
API Authentication and Authorization
Versioning RESTful APIs
Advanced API Techniques
Scala and Machine Learning
▾
Introduction to Scala and ML
MLlib
Breeze
Deeplearning4j
Advanced ML Techniques
Scala Build Tools
▾
Introduction to Build Tools
Using sbt
Using Maven
Using Gradle
Advanced Build Tools
Scala and DevOps
▾
Introduction to Scala and DevOps
CI/CD with Scala
Dockerizing Scala Applications
Kubernetes for Scala Applications
Advanced DevOps Techniques
Functional Programming in Scala
▾
Introduction to Functional Programming
Immutability
Higher-Order Functions
Currying
Monads
Pattern Matching
▾
Introduction to Pattern Matching
Case Classes
Sealed Traits
Pattern Guards
Advanced Pattern Matching
Error Handling
▾
Introduction to Error Handling
Try, Success, and Failure
Option and Either
Custom Exceptions
Advanced Error Handling
Scala Performance Tuning
▾
Introduction to Performance Tuning
Profiling Scala Applications
Memory Management
Concurrency Optimization
Advanced Performance Tuning
Advanced Scala
▾
Introduction to Advanced Scala
Type Classes
Implicit Conversions
Macros
Advanced Type System
Concurrency in Scala
▾
Introduction to Concurrency
Futures and Promises
Actors
Parallel Collections
Advanced Concurrency
Scala for Web Development
▾
Introduction to Web Development
Building Web Apps with Play Framework
Client-Server Communication
WebSocket Integration
Advanced Web Development
Scala for Data Science
▾
Introduction to Data Science
Data Manipulation with Scala
Visualization with Scala
Machine Learning with Scala
Advanced Data Science Techniques
Scala for Reactive Programming
▾
Introduction to Reactive Programming
Reactive Streams
Akka Streams
Play Framework for Reactive Web Apps
Advanced Reactive Techniques
Collections in Scala
▾
Introduction to Scala Collections
Lists
Sets
Maps
Tuples
Scala Libraries and Frameworks
▾
Introduction to Scala Libraries
Akka
Play Framework
Slick
Cats
Scala for Cloud Computing
▾
Introduction to Cloud Computing
Deploying Scala Apps to AWS
Deploying Scala Apps to Azure
Serverless Scala
Advanced Cloud Techniques
Scala Testing
▾
Introduction to Testing in Scala
Unit Testing with ScalaTest
Property-Based Testing
Mocking
Advanced Testing Techniques
Object-Oriented Programming in Scala
▸
Scala Ecosystem
▾
Introduction to Scala Ecosystem
Scala IDEs
Scala REPL
Scala Documentation
Scala Community
Scala in Microservices
▾
Introduction to Microservices
Building Microservices with Akka
Service Communication
Service Discovery
Advanced Microservices Techniques
Scala and Big Data
▾
Introduction to Scala and Big Data
Apache Spark with Scala
Kafka with Scala
Cassandra with Scala
Advanced Big Data Techniques
v1.0 • Tutorials
Scala Tutorials
Explore a wide range of topics and hands-on lessons to help you master
Scala
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Introduction to Scala
Overview Of Scala
History Of Scala
Setting Up Scala Environment
Scala Editions
Scala Vs Java
Scala Security
Introduction To Scala Security
Secure Coding Practices
Authentication And Authorization
Encryption In Scala
Advanced Security Techniques
Scala Basics
Introduction To Scala Basics
Scala Syntax
Variables And Data Types
Control Structures
Functions And Methods
Scala for RESTful APIs
Introduction To Restful Apis
Building Apis With Play
Api Authentication And Authorization
Versioning Restful Apis
Advanced Api Techniques
Scala and Machine Learning
Introduction To Scala And Ml
Mllib
Breeze
Deeplearning4j
Advanced Ml Techniques
Scala Build Tools
Introduction To Build Tools
Using Sbt
Using Maven
Using Gradle
Advanced Build Tools
Scala and DevOps
Introduction To Scala And Devops
Ci Cd With Scala
Dockerizing Scala Applications
Kubernetes For Scala Applications
Advanced Devops Techniques
Functional Programming in Scala
Introduction To Functional Programming
Immutability
Higher Order Functions
Currying
Monads
Pattern Matching
Introduction To Pattern Matching
Case Classes
Sealed Traits
Pattern Guards
Advanced Pattern Matching
Error Handling
Introduction To Error Handling
Try Success Failure
Option Either
Custom Exceptions
Advanced Error Handling
Scala Performance Tuning
Introduction To Performance Tuning
Profiling Scala Applications
Memory Management
Concurrency Optimization
Advanced Performance Tuning
Advanced Scala
Introduction To Advanced Scala
Type Classes
Implicit Conversions
Macros
Advanced Type System
Concurrency in Scala
Introduction To Concurrency
Futures Promises
Actors
Parallel Collections
Advanced Concurrency
Scala for Web Development
Introduction To Web Development
Building Web Apps With Play
Client Server Communication
Websocket Integration
Advanced Web Development
Scala for Data Science
Introduction To Data Science
Data Manipulation With Scala
Visualization With Scala
Machine Learning With Scala
Advanced Data Science Techniques
Scala for Reactive Programming
Introduction To Reactive Programming
Reactive Streams
Akka Streams
Play Framework For Reactive Web Apps
Advanced Reactive Techniques
Collections in Scala
Introduction To Scala Collections
Lists
Sets
Maps
Tuples
Scala Libraries and Frameworks
Introduction To Scala Libraries
Akka
Play Framework
Slick
Cats
Scala for Cloud Computing
Introduction To Cloud Computing
Deploying Scala Apps To Aws
Deploying Scala Apps To Azure
Serverless Scala
Advanced Cloud Techniques
Scala Testing
Introduction To Testing In Scala
Unit Testing With Scalatest
Property Based Testing
Mocking
Advanced Testing Techniques
Object-Oriented Programming in Scala
Introduction To Oop In Scala
Classes And Objects
Inheritance
Traits
Abstract Classes
Scala Ecosystem
Introduction To Scala Ecosystem
Scala Ides
Scala Repl
Scala Documentation
Scala Community
Scala in Microservices
Introduction To Microservices
Building Microservices With Akka
Service Communication
Service Discovery
Advanced Microservices Techniques
Scala and Big Data
Introduction To Scala And Big Data
Apache Spark With Scala
Kafka With Scala
Cassandra With Scala
Advanced Big Data Techniques
