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Barry Luijbregts

This course will teach you the design patterns that will make your cloud applications performant and work well with data.

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This course will teach you the design patterns that will make your cloud applications performant and work well with data.

When building and designing applications for the cloud you need to overcome a lot of challenges, like performance, availability, data management, and resilience. In this course, Cloud Design Patterns Library: Data Management and Performance, you'll learn the design patterns that will make your cloud applications performant and work well with data. First, you'll discover how to improve geographic application performance with the static content hosting pattern. Next, you'll explore how to implement scalability of data with the sharding pattern. Finally, you'll learn how to improve your applications performance, scalability, and security with the CQRS pattern. When you've finished this course, you'll have a foundational knowledge of the design patterns that will help you to design and build performant cloud-based applications.

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What's inside

Syllabus

Course Overview
About the Data Management and Performance Cloud Design Patterns
Automatic Scaling Pattern
Cache-aside Pattern
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Command and Query Responsibility Segregation (CQRS) Pattern
Event Sourcing Pattern
Sharding Pattern
Static Content Hosting Pattern

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Develops understanding of design patterns for performant and data-friendly cloud applications, which is standard in industry
Taught by Barry Luijbregts, who is a Senior Cloud Architect, Speaker, Blogger, Author, and Workshop master on cloud platforms
Examines the Cache-aside Pattern, improving applications performance, scalability, and security
Explores the Static Content Hosting Pattern, optimizing geographic application performance
Requires some experience with cloud architectures, distributed computing, and data management

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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 Cloud Design Patterns for Azure: Data Management and Performance with these activities:
Find a Cloud Design Patterns Mentor
Connects students with experienced professionals for personalized guidance and support.
Browse courses on Cloud Design Patterns
Show steps
  • Network with professionals in the field through online forums, LinkedIn, or industry events.
  • Identify potential mentors who have expertise in cloud design patterns.
  • Reach out to potential mentors, introduce yourself, and request their guidance.
Review Cloud Architecture Concepts
Refreshes understanding of cloud architecture concepts to strengthen foundation for the course.
Browse courses on Cloud Architecture
Show steps
  • Review key concepts like cloud service models, deployment models, and cloud security.
  • Explore different cloud providers' offerings and their respective strengths and weaknesses.
  • Read articles or watch videos to stay up-to-date on latest cloud trends and best practices.
Practice structuring data in static content
Practice structuring data in static content to solidify your understanding of the Static Content Hosting Pattern.
Show steps
  • Read about structuring data in static content.
  • Find a sample static content file online.
  • Attempt to restructure the data in the file.
  • Compare your results to the original file.
Seven other activities
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Build a Simple Cloud Application
Provides practical experience in building cloud applications, reinforcing course concepts.
Show steps
  • Choose a cloud platform and follow a tutorial to create a simple application.
  • Deploy the application to the cloud and test its functionality.
  • Explore different features and services offered by the cloud platform.
Implement data sharding in a sample application
Implement data sharding in a sample application to gain hands-on experience with the Sharding Pattern.
Show steps
  • Choose a sample application or create a new one.
  • Design the data sharding strategy for the application.
  • Implement the data sharding in the application.
  • Test the application to verify data sharding works.
Attend a Cloud Design Patterns Workshop
Provides an immersive learning experience with hands-on practice and expert guidance.
Browse courses on Cloud Design Patterns
Show steps
  • Identify and register for a relevant cloud design patterns workshop.
  • Attend the workshop, actively participate in discussions, and ask questions.
  • Follow up after the workshop by reviewing materials and implementing learned concepts.
Design a CQRS architecture for a sample application
Design a CQRS architecture for a sample application to enhance your understanding of the CQRS Pattern.
Show steps
  • Choose a sample application or create a new one.
  • Identify the commands and queries in the application.
  • Design the CQRS architecture for the application.
  • Implement the CQRS architecture in the application.
Discuss Cloud Design Patterns
Facilitates discussion and exchange of ideas on cloud design patterns, deepening understanding.
Browse courses on Cloud Design Patterns
Show steps
  • Join or create a study group or online forum dedicated to cloud design patterns.
  • Participate in discussions, share knowledge, and learn from others' experiences.
  • Present a specific cloud design pattern to the group and lead a discussion on its benefits and challenges.
Solve Cloud Design Challenges
Provides focused practice in solving cloud design challenges, enhancing problem-solving skills.
Browse courses on Cloud Design Patterns
Show steps
  • Find online platforms or resources that offer cloud design challenges.
  • Attempt to solve the challenges independently, applying the course concepts.
  • Review solutions and explanations to reinforce understanding and identify areas for improvement.
Write a Blog Post on Cloud Design Patterns
Encourages students to synthesize and communicate their understanding of cloud design patterns.
Browse courses on Cloud Design Patterns
Show steps
  • Choose a specific cloud design pattern and research its benefits, drawbacks, and use cases.
  • Write a comprehensive blog post explaining the pattern, its implementation, and its advantages and disadvantages.
  • Publish the blog post on a relevant platform and share it with others.

Career center

Learners who complete Cloud Design Patterns for Azure: Data Management and Performance will develop knowledge and skills that may be useful to these careers:
Cloud Engineer
Cloud Engineers design, implement, and manage cloud computing systems. They ensure that these systems are reliable, scalable, and secure. Many Cloud Engineers are responsible for improving their companies' data management and performance. The design patterns taught in this course, such as the Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern, will be very valubale to you in this role. By taking this course, you will gain significant knowledge regarding how to build systems that perform well, scale easily, and manage data efficiently; skills and knowledge that you can directly apply to this role.
Data Architect
Data Architects design and build data management systems that meet the needs of their organizations. They work with business stakeholders to understand their data needs and then design systems that can store, process, and analyze data efficiently. This course will help you become a Data Architect by teaching you about design patterns that can improve the performance and scalability of your data management systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for Data Architects.
Database Administrator
Database Administrators (DBAs) are responsible for managing and maintaining databases. They ensure that databases are available, performant, and secure. This course will help you become a DBA by teaching you about design patterns that can improve the performance and scalability of your databases. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for DBAs.
Software Architect
Software Architects design and build software systems. They work with stakeholders to understand their needs and then design systems that meet those needs. This course will help you become a Software Architect by teaching you about design patterns that can improve the performance and scalability of your software systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for Software Architects.
Systems Analyst
Systems Analysts analyze and design computer systems. They work with stakeholders to understand their needs and then design systems that meet those needs. This course will help you become a Systems Analyst by teaching you about design patterns that can improve the performance and scalability of your computer systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for Systems Analysts.
Cloud Security Engineer
Cloud Security Engineers design and implement security measures for cloud computing systems. They ensure that these systems are protected from unauthorized access, data breaches, and other security threats. This course will help you become a Cloud Security Engineer by teaching you about design patterns that can improve the security of your cloud computing systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern can all be used to improve the security of cloud computing systems.
Software Developer
Software Developers design, develop, and maintain software applications. They work with stakeholders to understand their needs and then develop applications that meet those needs. This course will help you become a Software Developer by teaching you about design patterns that can improve the performance and scalability of your software applications. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for Software Developers.
Security Analyst
Security Analysts identify and assess security risks to an organization's computer systems. They work with stakeholders to understand their security needs and then develop and implement security measures that meet those needs. This course will help you become a Security Analyst by teaching you about design patterns that can improve the security of your organization's computer systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern can all be used to improve the security of computer systems.
Cloud Developer
Cloud Developers build and maintain applications that run on cloud computing platforms. They work with stakeholders to understand their needs and then develop applications that meet those needs. This course will help you become a Cloud Developer by teaching you about design patterns that can improve the performance and scalability of your cloud applications. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for Cloud Developers.
Technical Architect
Technical Architects design and develop the technical architecture of an organization's IT systems. They work with stakeholders to understand their needs and then design and develop architectures that meet those needs. This course will help you become a Technical Architect by teaching you about design patterns that can improve the performance and scalability of your organization's IT systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for Technical Architects.
Data Engineer
Data Engineers build and maintain data pipelines that move data from one system to another. They work with stakeholders to understand their data needs and then design pipelines that meet those needs. This course will help you become a Data Engineer by teaching you about design patterns that can improve the performance and scalability of your data pipelines. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for Data Engineers.
DevOps Engineer
DevOps Engineers work with developers and operations teams to ensure that software is developed and deployed efficiently and reliably. They work with stakeholders to understand their needs and then design and implement systems that meet those needs. This course will help you become a DevOps Engineer by teaching you about design patterns that can improve the performance and scalability of your software systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for DevOps Engineers.
IT Manager
IT Managers plan and direct the activities of an organization's IT department. They work with stakeholders to understand their needs and then develop and implement IT strategies that meet those needs. This course will help you become an IT Manager by teaching you about design patterns that can improve the performance and scalability of your organization's IT systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern are all essential design patterns for IT Managers.
Network Engineer
Network Engineers design, implement, and maintain computer networks. They work with stakeholders to understand their needs and then design networks that meet those needs. This course will help you become a Network Engineer by teaching you about design patterns that can improve the performance and scalability of your computer networks. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern can all be used to improve the performance and scalability of computer networks.
Systems Administrator
Systems Administrators install, configure, and maintain computer systems. They work with stakeholders to understand their needs and then install and configure systems that meet those needs. This course will help you become a Systems Administrator by teaching you about design patterns that can improve the performance and scalability of your computer systems. The Cache-aside Pattern, Command and Query Responsibility Segregation (CQRS) Pattern, and Sharding Pattern can all be used to improve the performance and scalability of computer systems.

Reading list

We've selected 12 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 Cloud Design Patterns for Azure: Data Management and Performance.
Provides a comprehensive overview of cloud design patterns, and covers topics such as scalability, resilience, and performance.
Provides a comprehensive guide to designing data-intensive applications, and covers topics such as data modeling, data storage, and data processing.
Provides a comprehensive overview of speech and language processing, and covers topics such as speech recognition, speech synthesis, and natural language understanding.
Provides a comprehensive overview of advanced analytics with Spark, and covers topics such as data mining, machine learning, and graph processing.
Provides a hands-on introduction to MapReduce and its applications in data-intensive text processing.
Provides a hands-on introduction to deep learning computer vision with Python, and covers topics such as image classification, object detection, and image segmentation.
Provides a hands-on introduction to Spark and its applications in machine learning.
Provides a comprehensive overview of data wrangling with Pandas, and covers topics such as data cleaning, data transformation, and data visualization.
Provides a comprehensive overview of relational database management systems, covering topics such as data modeling, database design, and SQL.

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