321 Scala courses

Duration 1 Days 6 CPD hours This course is intended for This course is suitable for IT personnel who are just beginning to work with Azure. This audience wants to learn about our offerings and get hands-on experience with the product. This course primarily uses the Azure portal and command line interface to create resources and does not require scripting skills. Students in this course will gain confidence to take other role-based courses and certifications, such as Azure Administrator. This course combines lecture, demonstrations, and hands-on labs. This course will also help prepare someone for the AZ-900 exam. This course will provide foundational level knowledge on cloud concepts; core Azure services; and Azure management and governance features and tools. Prerequisites There are no prerequisites for taking this course. Familiarity with cloud computing is helpful, but isn't necessary. 1 - DESCRIBE CLOUD COMPUTING * What is cloud computing * Describe the shared responsibility model * Define cloud models * Describe the consumption-based model 2 - DESCRIBE THE BENEFITS OF USING CLOUD SERVICES * Describe the benefits of high availability and scalability in the cloud * Describe the benefits of reliability and predictability in the cloud * Describe the benefits of security and governance in the cloud * Describe the benefits of manageability in the cloud 3 - DESCRIBE CLOUD SERVICE TYPES * Describe Infrastructure as a Service * Describe Platform as a Service * Describe Software as a Service 4 - DESCRIBE THE CORE ARCHITECTURAL COMPONENTS OF AZURE * What is Microsoft Azure * Get started with Azure accounts * Describe Azure physical infrastructure * Describe Azure management infrastructure 5 - DESCRIBE AZURE COMPUTE AND NETWORKING SERVICES * Describe Azure Virtual Machines * Describe Azure Virtual Desktop * Describe Azure Containers * Describe Azure Functions * Describe application hosting options * Describe Azure Virtual Networking * Describe Azure Virtual Private Networks * Describe Azure ExpressRoute * Describe Azure DNS 6 - DESCRIBE AZURE STORAGE SERVICES * Describe Azure storage accounts * Describe Azure storage redundancy * Describe Azure storage services * Identify Azure data migration options * Identify Azure file movement options 7 - DESCRIBE AZURE IDENTITY, ACCESS, AND SECURITY * Describe Azure directory services * Describe Azure authentication methods * Describe Azure external identities * Describe Azure conditional access * Describe Azure role-based access control * Describe zero trust model * Describe defense-in-depth * Describe Microsoft Defender for Cloud 8 - DESCRIBE COST MANAGEMENT IN AZURE * Describe factors that can affect costs in Azure * Compare the Pricing and Total Cost of Ownership calculators * Describe the Microsoft Cost Management tool * Describe the purpose of tags 9 - DESCRIBE FEATURES AND TOOLS IN AZURE FOR GOVERNANCE AND COMPLIANCE * Describe the purpose of Microsoft Purview * Describe the purpose of Azure Policy * Describe the purpose of resource locks * Describe the purpose of the Service Trust portal 10 - DESCRIBE FEATURES AND TOOLS FOR MANAGING AND DEPLOYING AZURE RESOURCES * Describe tools for interacting with Azure * Describe the purpose of Azure Arc * Describe Azure Resource Manager and Azure ARM templates 11 - DESCRIBE MONITORING TOOLS IN AZURE * Describe the purpose of Azure Advisor * Describe Azure Service Health * Describe Azure Monitor ADDITIONAL COURSE DETAILS: Nexus Humans AZ-900T00 Microsoft Azure Fundamentals training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the AZ-900T00 Microsoft Azure Fundamentals course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Scala is doubtless one of the most in-demand skills for data scientists and data engineers. This competitive course will teach you the essential concepts and methodologies of Scala with a lot of practical implementations.

This is an amazing course for anyone who wants to get started with functional programming with libraries such as cats-effect/ZIO and understand IO Monad in depth. Learn about functional programming and effects from this most structured and well-thought-out course on Scala IOs.

In this course, we will process massive streams of real-time data using Spark Streaming and create Spark applications using the Scala programming language (v2.12). We will also get our hands-on with some real live Twitter data, simulated streams of Apache access logs, and even data used to train machine learning models.

Duration 1 Days 6 CPD hours This course is intended for Developers Overview The basics of and motivation for using the functional programming paradigmFeatures of the Scala languageWorking with variables in ScalaUsing Scala collectionsControlling code flow in ScalaImporting and using Scala code libraries Scala training course will teach students the key language concepts and programming techniques, essential for students to focus on the covered subjects without having to also learn a complex programming language at the same time. SCALA BASICS * Scala Background Information * Key Scala Concepts * Programming in Scala VARIABLES * Scala Variables * Numerical * Boolean * String COLLECTIONS * Tuples * The Collections Hierarchy * Sets * Lists * Arrays * Maps * Common Conversions FLOW CONTROL * Looping * Iterators * Functions * Passing Functions * Collection Iteration Methods * Pattern Matching LIBRARIES * Classes and Objects * Packages * Import ADDITIONAL COURSE DETAILS: Nexus Humans Just Enough Scala training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Just Enough Scala course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

This is a comprehensive and practical Apache Spark course. In this course, you will learn and master the art of framing data analysis problems as Spark problems through 20+ hands-on examples, and then scale them up to run on cloud computing services. Explore Spark 3, IntelliJ, Structured Streaming, and a stronger focus on the DataSet API.

This course does not require any prior knowledge of Apache Spark or Hadoop. The author explains Spark architecture and fundamental concepts to help you come up to speed and grasp the content of this course. The course will help you understand Spark programming and apply that knowledge to build data engineering solutions.

Duration 4 Days 24 CPD hours This course is intended for This course is geared for experienced skilled Java developers, software developers, data scientists, machine learning experts or others who wish to transtion their coding skills to Scala, learning how to code in Scala and apply it in a practical way. This is not a basic class. Overview Working in a hands-on learning environment led by our expert instructor you'll: Get comfortable with Scala's core principles and unique features, helping you navigate the language confidently and boosting your programming skills. Discover the power of functional programming and learn techniques that will make your code more efficient,maintainable, and enjoyable to write. Become proficient in creating dynamic web applications using the Play Framework, and easily connect to databases with the user-friendly Slick library. Master concurrency programming with Akka, empowering you to build scalable and fault-tolerant applications that excel in performance. Enhance your testing skills using ScalaTest and ScalaCheck, ensuring the reliability and quality of your Scala applications, while having fun in the process. Explore the fascinating world of generative AI and GPT technologies, and learn how to integrate them into your projects,adding a touch of innovation and intelligence to your Scala solutions. If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals. Discover the power of Scala programming in our comprehensive, hands-on technical training course designed specifically for experienced object-oriented (OO) developers. Scala is a versatile programming language that combines the best of both OO and functional programming paradigms, making it ideal for a wide range of projects, from web applications to big data processing and machine learning. By mastering Scala, you'll be able to develop more efficient, scalable, and maintainable applications. Fast Track to Scala Programming for OO / Java Developers is a four day hands-on course covers the core principles of Scala, functional programming, web application development, database connectivity, concurrency programming, testing, and interoperability between Scala and Java. Additionally, you'll explore cutting-edge generative AI and GPT technologies, learning how to integrate them into your Scala applications for intelligent suggestions or automation. Throughout the course you?ll explore the latest tools and best practices in the Scala ecosystem, gaining valuable knowledge and experience that can be directly applied to your day-to-day work. With 50% of the course content dedicated to hands-on labs, you'll gain practical experience applying the concepts you've learned across various projects, such as building functional web applications, connecting to databases, designing modular components, and implementing concurrency. Upon completing the course, you'll have a solid understanding of the language and its features, empowering you to confidently apply your new skills in data science and machine learning projects. You'll exit well-prepared to create efficient, scalable, and maintainable Scala applications, regardless of the complexity of your projects. INTRODUCTION TO SCALA * Scala features and benefits * Comparing Scala with Java and other OO languages * Installing Scala and setting up the development environment OBJECT-ORIENTED PROGRAMMING IN SCALA * Classes and objects * Traits, mixins, and inheritance * Companion objects and factories * Encapsulation and polymorphism FUNCTIONAL PROGRAMMING BASICS * Pure functions and referential transparency * Higher-order functions and currying * Immutability and persistent data structures * Pattern matching and recursion HAVING FUN WITH FUNCTIONAL DATA STRUCTURES * Lists, sets, and maps in Scala * Folding and reducing operations * Stream processing and lazy evaluation For-comprehensions BUILDING WEB APPLICATIONS IN FUNCTIONAL STYLE * Introduction to Play Framework * Functional web routing and request handling * JSON handling with Play-JSON * Middleware and functional composition CONNECTING TO A DATABASE * Introduction to Slick library * Database configuration and setup * Querying and updating with Slick * Transactions and error handling BUILDING SCALABLE AND EXTENSIBLE COMPONENTS * Modular architecture and design patterns Dependency injection with MacWire Type classes and type-level programming Implicit parameters and conversions CONCURRENCY PROGRAMMING & AKKA * Introduction to Akka framework and Actor model * Actor systems and message passing * Futures and Promises * Supervision and fault tolerance * BUILDING CONFIDENCE WITH TESTING * Introduction to ScalaTest and ScalaCheck * Unit testing and property-based testing * Test-driven development in Scala * Mocking and integration testing * INTEROPERABILITY BETWEEN SCALA AND JAVA * Calling Java code from Scala * Using Java libraries in Scala projects * Converting Java collections to Scala collections * Writing Scala code that can be called from Java USING GENERATIVE AI AND GPT * Technologies in Scala Programming * Overview of GPT and generative AI * Integrating GPT with Scala applications * Use cases and practical examples

Duration 4 Days 24 CPD hours This course is intended for This course is geared for experienced skilled Java developers, software developers, data scientists, machine learning experts or others who wish to transtion their coding skills to Scala, learning how to code in Scala and apply it in a practical way. This is not a basic class. Overview Working in a hands-on learning environment led by our expert instructor you'll: Get comfortable with Scala's core principles and unique features, helping you navigate the language confidently and boosting your programming skills. Discover the power of functional programming and learn techniques that will make your code more efficient, maintainable, and enjoyable to write. Become proficient in creating dynamic web applications using the Play Framework, and easily connect to databases with the user-friendly Slick library. Master concurrency programming with Akka, empowering you to build scalable and fault-tolerant applications that excel in performance. Enhance your testing skills using ScalaTest and ScalaCheck, ensuring the reliability and quality of your Scala applications, while having fun in the process. Explore the fascinating world of generative AI and GPT technologies, and learn how to integrate them into your projects, adding a touch of innovation and intelligence to your Scala solutions. If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals. Discover the power of Scala programming in our comprehensive, hands-on technical training course designed specifically for experienced object-oriented (OO) developers. Scala is a versatile programming language that combines the best of both OO and functional programming paradigms, making it ideal for a wide range of projects, from web applications to big data processing and machine learning. By mastering Scala, you'll be able to develop more efficient, scalable, and maintainable applications. Fast Track to Scala Programming for OO / Java Developers is a four day hands-on course covers the core principles of Scala, functional programming, web application development, database connectivity, concurrency programming, testing, and interoperability between Scala and Java. Additionally, you'll explore cutting-edge generative AI and GPT technologies, learning how to integrate them into your Scala applications for intelligent suggestions or automation. Throughout the course you?ll explore the latest tools and best practices in the Scala ecosystem, gaining valuable knowledge and experience that can be directly applied to your day-to-day work. With 50% of the course content dedicated to hands-on labs, you'll gain practical experience applying the concepts you've learned across various projects, such as building functional web applications, connecting to databases, designing modular components, and implementing concurrency. Upon completing the course, you'll have a solid understanding of the language and its features, empowering you to confidently apply your new skills in data science and machine learning projects. You'll exit well-prepared to create efficient, scalable, and maintainable Scala applications, regardless of the complexity of your projects. INTRODUCTION TO SCALA * Scala features and benefits * Comparing Scala with Java and other OO languages * Installing Scala and setting up the development environment OBJECT-ORIENTED PROGRAMMING IN SCALA * Classes and objects * Traits, mixins, and inheritance * Companion objects and factories * Encapsulation and polymorphism FUNCTIONAL PROGRAMMING BASICS * Pure functions and referential transparency * Higher-order functions and currying * Immutability and persistent data structures * Pattern matching and recursion HAVING FUN WITH FUNCTIONAL DATA STRUCTURES * Lists, sets, and maps in Scala * Folding and reducing operations * Stream processing and lazy evaluation * For-comprehensions BUILDING WEB APPLICATIONS IN FUNCTIONAL STYLE * Introduction to Play Framework * Functional web routing and request handling * JSON handling with Play-JSON Middleware and functional composition CONNECTING TO A DATABASE * Introduction to Slick library * Database configuration and setup * Querying and updating with Slick * Transactions and error handling BUILDING SCALABLE AND EXTENSIBLE COMPONENTS * Modular architecture and design patterns * Dependency injection with MacWire * Type classes and type-level programming * Implicit parameters and conversions CONCURRENCY PROGRAMMING & AKKA * Introduction to Akka framework and Actor model * Actor systems and message passing * Futures and Promises * Supervision and fault tolerance BUILDING CONFIDENCE WITH TESTING * Introduction to ScalaTest and ScalaCheck * Unit testing and property-based testing * Test-driven development in Scala * Mocking and integration testing INTEROPERABILITY BETWEEN SCALA AND JAVA * Calling Java code from Scala * Using Java libraries in Scala projects * Converting Java collections to Scala collections * Writing Scala code that can be called from Java USING GENERATIVE AI AND GPT TECHNOLOGIES IN SCALA PROGRAMMING * Overview of GPT and generative AI * Integrating GPT with Scala applications * Use cases and practical examples ADDITIONAL COURSE DETAILS: Nexus Humans Fast Track to Scala Programming Essentials for OO / Java Developers (TTSCL2104) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Fast Track to Scala Programming Essentials for OO / Java Developers (TTSCL2104) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Learn the process to design and develop big data engineering projects using Apache Spark. This example-driven advanced-level course will help you understand real-time stream processing using Apache Spark and you can apply that knowledge to build real-time stream processing solutions.