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Dick Wall
The Escalate Software Scala Advanced course is intended for experienced Scala developers looking to improve their skills, particularly for library and API design and development. It covers topics needed to be effective in producing high quality, correct, powerful and flexible Scala libraries that are still easy to use by others.
Read more
The Escalate Software Scala Advanced course is intended for experienced Scala developers looking to improve their skills, particularly for library and API design and development. It covers topics needed to be effective in producing high quality, correct, powerful and flexible Scala libraries that are still easy to use by others.
Read more
The Escalate Software Scala Advanced course is intended for experienced Scala developers looking to improve their skills, particularly for library and API design and development. It covers topics needed to be effective in producing high quality, correct, powerful and flexible Scala libraries that are still easy to use by others.
Part 2 provides advice on best practices and patterns drawn from many years of real-world experience in Scala programming. In addition, strategies for compile-time verified dependency injection are covered, then XML and JSON serialization and deserialization, the use of custom extractors for pattern matching, and finally the very popular and important topic of asynchronous programming using Scala Futures:
Dependency Injection
Idioms and Best Practice advice
Patterns - Gang of Four
Scala specific patterns
XML literals and features
JSON libraries and type-classes
Custom extractors in pattern matching
Futures
Future functions and combinators
Patterns with Futures
It is recommended that you complete Scala Advanced part 1 before taking this part. While not strictly necessary, we may assume knowledge from part 1 in some of the explanations that could be hard to follow unless you know the material.
Part 3 (following this) builds on the information in these first two parts of the advanced course and moves into more advanced functional programming topics, along with performance optimization and more.
Register for this course and see more details by visiting:
OpenCourser.com/course/7utlgt/scala
What's inside
Syllabus
Introduction and Setup
Introduction
Agenda
Setting up the Java JDK
Read more
Syllabus
Introduction and Setup
Introduction
Agenda
Setting up the Java JDK
Read more
Traffic lights
Traffic lights
Read about what's good
what should give you pause and
possible dealbreakers
Covers dependency injection, which is a core concept for building maintainable and scalable applications
Explores asynchronous programming with Scala Futures, which is essential for building responsive and concurrent systems
Examines XML and JSON serialization, which are common tasks when building APIs and data-driven applications
Requires completion of Scala Advanced Part 1, which may pose a barrier to entry for some learners
Teaches Scala-specific patterns, which may not be directly transferable to other programming languages
Uses IntelliJ IDEA Community Edition, which requires learners to download and set up a specific IDE
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Reviews summary
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Scala Advanced, Part 2 - Best Practices, Async, Serializing with these
activities:
Review Scala Fundamentals
Show steps
Reviewing fundamental Scala concepts will help you better understand the advanced topics covered in this course, such as dependency injection and asynchronous programming.
Show steps
-
Review the official Scala documentation on basic syntax and data types.
-
Practice writing simple Scala programs using collections and functions.
-
Complete online Scala tutorials or exercises for beginners.
Read 'Effective Scala'
Show steps
Reading 'Effective Scala' will provide valuable insights into writing clean, maintainable, and efficient Scala code, aligning with the course's focus on best practices.
View
Putting Knowledge to Work
on Amazon
Show steps
-
Obtain a copy of 'Effective Scala' from online resources.
-
Read the book cover to cover, paying close attention to the style and design recommendations.
-
Apply the principles learned from the book to your Scala projects.
Read 'Scala Design Patterns'
Show steps
Reading 'Scala Design Patterns' will enhance your understanding of common design patterns and how to apply them effectively in Scala, complementing the course's module on patterns.
View
Scala Design Patterns: Design modular, clean,...
on Amazon
Show steps
-
Obtain a copy of 'Scala Design Patterns'.
-
Read the book, focusing on the patterns relevant to your projects.
-
Implement the patterns in your own Scala code.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Create a Cheat Sheet for Scala Futures
Show steps
Compiling a cheat sheet for Scala Futures will help you quickly reference the key concepts and methods related to asynchronous programming.
Show steps
-
Review the course materials and external resources on Scala Futures.
-
Identify the most important concepts, methods, and patterns related to Futures.
-
Organize the information into a concise and easy-to-read cheat sheet.
-
Share your cheat sheet with other students or colleagues.
Practice JSON Serialization/Deserialization
Show steps
Practicing JSON serialization and deserialization will improve your ability to work with data in Scala and understand the concepts covered in Module 10.
Show steps
-
Choose a Scala JSON library like Circe or Play JSON.
-
Create Scala case classes representing different data structures.
-
Write code to serialize and deserialize instances of these case classes to and from JSON.
-
Test your code with various JSON payloads, including edge cases.
Implement a Dependency Injection Framework
Show steps
Implementing a simple dependency injection framework will solidify your understanding of modularity and dependency management, a key topic in this course.
Show steps
-
Design the core components of your DI framework, such as an injector and a provider.
-
Implement the framework using Scala's type system and reflection capabilities.
-
Write unit tests to ensure the framework correctly injects dependencies.
-
Integrate your framework into a sample application.
Write a blog post on Scala Futures
Show steps
Writing a blog post explaining Scala Futures will reinforce your understanding of asynchronous programming and help you communicate complex concepts effectively.
Show steps
-
Research Scala Futures and their usage in asynchronous programming.
-
Write a clear and concise blog post explaining the basics of Futures, including examples.
-
Publish your blog post on a platform like Medium or your personal website.
-
Share your blog post on social media and engage with readers.
Review Scala Fundamentals
Show steps
Reviewing fundamental Scala concepts will help you better understand the advanced topics covered in this course, such as dependency injection and asynchronous programming.
Show steps
Show steps
Show steps
- Review the official Scala documentation on basic syntax and data types.
- Practice writing simple Scala programs using collections and functions.
- Complete online Scala tutorials or exercises for beginners.
Read 'Effective Scala'
Show steps
Reading 'Effective Scala' will provide valuable insights into writing clean, maintainable, and efficient Scala code, aligning with the course's focus on best practices.
View
Putting Knowledge to Work
on Amazon
Show steps
Show steps
Show steps
- Obtain a copy of 'Effective Scala' from online resources.
- Read the book cover to cover, paying close attention to the style and design recommendations.
- Apply the principles learned from the book to your Scala projects.
Read 'Scala Design Patterns'
Show steps
Reading 'Scala Design Patterns' will enhance your understanding of common design patterns and how to apply them effectively in Scala, complementing the course's module on patterns.
View
Scala Design Patterns: Design modular, clean,...
on Amazon
Show steps
Show steps
Show steps
- Obtain a copy of 'Scala Design Patterns'.
- Read the book, focusing on the patterns relevant to your projects.
- Implement the patterns in your own Scala code.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Create a Cheat Sheet for Scala Futures
Show steps
Compiling a cheat sheet for Scala Futures will help you quickly reference the key concepts and methods related to asynchronous programming.
Show steps
Show steps
Show steps
- Review the course materials and external resources on Scala Futures.
- Identify the most important concepts, methods, and patterns related to Futures.
- Organize the information into a concise and easy-to-read cheat sheet.
- Share your cheat sheet with other students or colleagues.
Practice JSON Serialization/Deserialization
Show steps
Practicing JSON serialization and deserialization will improve your ability to work with data in Scala and understand the concepts covered in Module 10.
Show steps
Show steps
Show steps
- Choose a Scala JSON library like Circe or Play JSON.
- Create Scala case classes representing different data structures.
- Write code to serialize and deserialize instances of these case classes to and from JSON.
- Test your code with various JSON payloads, including edge cases.
Implement a Dependency Injection Framework
Show steps
Implementing a simple dependency injection framework will solidify your understanding of modularity and dependency management, a key topic in this course.
Show steps
Show steps
Show steps
- Design the core components of your DI framework, such as an injector and a provider.
- Implement the framework using Scala's type system and reflection capabilities.
- Write unit tests to ensure the framework correctly injects dependencies.
- Integrate your framework into a sample application.
Write a blog post on Scala Futures
Show steps
Writing a blog post explaining Scala Futures will reinforce your understanding of asynchronous programming and help you communicate complex concepts effectively.
Show steps
Show steps
Show steps
- Research Scala Futures and their usage in asynchronous programming.
- Write a clear and concise blog post explaining the basics of Futures, including examples.
- Publish your blog post on a platform like Medium or your personal website.
- Share your blog post on social media and engage with readers.
Career center
Learners who complete Scala Advanced, Part 2 - Best Practices, Async, Serializing will develop knowledge and skills
that may be useful to these careers:
Scala Developer
Scala Developer
A Scala Developer creates applications with the Scala programming language, often working on complex software systems. This role demands a strong understanding of functional programming principles and asynchronous programming. This Scala Advanced course helps improve your skills with library and API design and development, which can be important for a Scala Developer. The modules on best practices, patterns, and dependency injection help you to develop high-quality Scala code. Furthermore, the sections on XML, JSON serialization, and asynchronous programming using Scala Futures equip you with skills that a Scala Developer is likely to use.
Application Developer
Application Developer
Application Developers design, code, test, and deploy software applications. They need a robust understanding of programming languages, software development methodologies, and application architecture. If you want to be an Application Developer, this Scala Advanced course helps you create software applications. The course provides best practices, patterns, and dependency injections. The course modules on working with XML, JSON, and asynchronous programming can be useful when developing applications that interact with external services or process data in various formats. This course equips you with the means to make high quality applications.
API Developer
API Developer
An API Developer specializes in designing, developing, and maintaining application programming interfaces, which enable different software systems to communicate with each other. For those aspiring to become API Developers, this course can be particularly useful. This course is intended for experienced Scala developers looking to improve their skills, particularly for library and API design and development. You will learn best practices and patterns. The insights into dependency injection, XML, JSON serialization, and asynchronous programming helps you to create robust and efficient APIs.
Software Engineer
Software Engineer
A Software Engineer is involved in the design, development, testing, and maintenance of software applications. This can involve anything from front end to back end development, as well as database management. With its coverage of best practices, dependency injection, serialization, and asynchronous programming with Scala Futures, this course can help you be a more effective Software Engineer. The course helps you to produce high quality code. It also provides advice on best practices and patterns drawn from years of real world experience.
Backend Developer
Backend Developer
Backend Developers focus on the server-side logic, databases, and APIs that power applications. This course covers best practices and patterns drawn from years of real-world experience in Scala programming and may improve your skills as a Backend Developer. Dependency injection, XML, and JSON serialization can be important for configuring backend systems and structuring transferred data. Finally, asynchronous programming using Scala Futures equips you with skills that a Backend Developer is likely to need.
Systems Architect
Systems Architect
A Systems Architect designs the structure of computer systems, including hardware, software, and communication networks. This typically requires an advanced degree. This course may be useful for a Systems Architect, because it provides advice on best practices and patterns drawn from many years of real-world experience in Scala programming. In addition, strategies for compile-time verified dependency injection are covered, then XML and JSON serialization and deserialization, the use of custom extractors for pattern matching, and finally the very popular and important topic of asynchronous programming using Scala Futures.
Data Engineer
Data Engineer
Data Engineers build and maintain the infrastructure required for data storage, processing, and analysis. This course may be helpful for a Data Engineer because of its modules on XML and JSON serialization, and asynchronous programming using Scala Futures. They will also benefit from the best practices that are covered. With its coverage of dependency injection, this course improves your ability to write high quality code that is effective in data management.
Software Architect
Software Architect
Software Architects are responsible for making high-level design choices and setting technical standards for software projects. This course may be helpful for Software Architects, because it provides advice on best practices and patterns drawn from many years of real-world experience in Scala programming. With its coverage of dependency injection, this course improves your ability to write high quality code that is effective in software management.
Data Scientist
Data Scientist
A Data Scientist analyzes and interprets complex data to identify trends and insights. This course may be useful for a Data Scientist, because of its modules on XML and JSON serialization. This course may help a Data Scientist write code that is effective in data interpretation. The course could be useful for tasks related to data ingestion, transformation, or exchange with other systems.
Database Administrator
Database Administrator
Database Administrators are responsible for the performance, integrity, and security of databases. Managing configurations and data exchange often rely on serialization formats. Though this course is not focused on databases, it may be helpful for Database Administrators because of its modules on XML and JSON. This course may help you write code that is effective in data management.
Technical Lead
Technical Lead
A Technical Lead manages a team of software developers and provides technical guidance on projects. The topics covered in this course may be relevant to a Technical Lead. In particular, this course provides advice on best practices and patterns drawn from many years of real-world experience in Scala programming. By completing this course, you may become a more effective technical lead.
Quality Assurance Engineer
Quality Assurance Engineer
Quality Assurance Engineers are responsible for testing software to ensure it meets quality standards. The topics covered in this course may be relevant to a Quality Assurance Engineer. In particular, this course provides advice on best practices and patterns drawn from many years of real-world experience in Scala programming. By completing this course, you may become better able to assess the quality of code.
Product Manager
Product Manager
A Product Manager is responsible for the strategy, roadmap, and feature definition for a product or product line. The topics covered in this course may be relevant to a Product Manager. In particular, this course provides advice on best practices and patterns drawn from many years of real-world experience in Scala programming. By completing this course, you may become better able to manage technical projects.
Project Manager
Project Manager
A Project Manager plans, executes, and closes projects, ensuring they are completed on time and within budget. The topics covered in this course may be useful to a Project Manager. The course provides advice on best practices and patterns drawn from many years of real-world experience in Scala programming. By completing this course, you may become better able to manage technical projects.
Business Analyst
Business Analyst
Business Analysts analyze an organization or business domain and document its processes or systems, assessing the business model or its integration with technology. The topics covered in this course may be relevant to a Business Analyst. In particular, this course provides advice on best practices and patterns drawn from many years of real-world experience in Scala programming. By completing this course, you may become better able to manage technical projects.
For more career information including salaries, visit:
OpenCourser.com/course/7utlgt/scala
Reading list
We've selected two books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Scala Advanced, Part 2 - Best Practices, Async, Serializing.
Provides a concise guide to best practices in Scala programming. It covers topics such as style, design, and concurrency, which are directly relevant to the course material. It is particularly helpful for understanding the idioms and best practices discussed in Module 8. This book is valuable as additional reading to supplement the course.
Explores design patterns specifically tailored for Scala. It provides practical examples and explanations of how to apply these patterns in real-world Scala projects. It is particularly useful for understanding the Scala-specific patterns discussed in Module 9. This book is valuable as additional reading to supplement the course.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/7utlgt/scala
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