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A Cloud Guru
Hello Cloud Gurus, Amazon CodeGuru is AWS’s machine learning tool which conducts code reviews to improve code quality. CodeGuru consists of two main components: Reviewer and Profiler. CodeGuru Reviewer finds bugs within our code and makes inline recommendations in our pull requests. CodeGuru Profiler shows us where our code is contributing to CPU over-utilization within our resources. Join us on this journey as we explore CodeGuru and gain hands on learning on how we can implement this service in our real world scenarios to optimize our code and applications alike. In this course, you’ll learn: * The key concepts of how CodeGuru works and its fundamentals including Reviewer, Profiler, recommendations, and more. * Quick steps to integrating your existing code base with CodeGuru. * The simple steps to automate your code reviews via pull request and conduct on-demand repository analysis. * The techniques to understanding CodeGuru’s visualization. * The process of integrating CodeGuru with existing applications through profiling groups.
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OpenCourser.com/course/xbbbf1/introduction
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CodeGuru is an AWS machine learning tool that enhances code quality through code reviews
Taught by A Cloud Guru, renowned for their expertise in cloud computing
Equips learners with techniques to integrate CodeGuru with existing applications
Suitable for learners seeking to optimize code and applications using machine learning
Includes hands-on learning experiences to reinforce concepts
May require prior experience with code reviewing tools or concepts
Save this course
Save Introduction to Amazon CodeGuru to your list so you can find it easily later:
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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 Introduction to Amazon CodeGuru with these
activities:
Review code optimization techniques
Show steps
Strengthen your knowledge of code optimization principles and practices to complement your understanding of CodeGuru's capabilities and maximize its impact on your code quality.
Browse courses on
Code Optimization
Show steps
-
Review articles and resources on code optimization techniques.
-
Identify areas in your code that could benefit from optimization.
-
Implement optimization techniques and evaluate the results.
Review CodeGuru fundamentals
Show steps
Review foundational concepts to develop a deeper understanding of CodeGuru's capabilities and their potential impact on your code quality and application performance.
Browse courses on
Code Review
Show steps
-
Explore the official CodeGuru documentation.
-
Watch introductory videos and tutorials on CodeGuru.
-
Practice using CodeGuru's sample code and resources.
Explore CodeGuru Profiler
Show steps
Expand your understanding of CodeGuru by delving into its Profiler feature, which provides valuable insights into your code's performance characteristics, empowering you to identify and mitigate potential bottlenecks.
Browse courses on
Performance Profiling
Show steps
-
Review the CodeGuru Profiler documentation.
-
Follow tutorials on using CodeGuru Profiler.
-
Practice profiling your code using CodeGuru Profiler.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Integrate CodeGuru with your codebase
Show steps
Reinforce your understanding by implementing CodeGuru in a real-world setting, allowing you to observe its practical benefits and address any challenges encountered during integration.
Show steps
-
Select a codebase for integration.
-
Follow CodeGuru's integration instructions.
-
Run CodeGuru analysis and review recommendations.
-
Make necessary code modifications based on CodeGuru's suggestions.
Discuss CodeGuru with peers
Show steps
Engage in discussions with fellow students or industry professionals to exchange knowledge and experiences using CodeGuru. This will broaden your perspectives, foster collaboration, and deepen your understanding of its practical applications.
Show steps
-
Join online forums or communities dedicated to CodeGuru.
-
Attend meetups or webinars where CodeGuru is discussed.
-
Participate in peer review sessions to exchange code and feedback using CodeGuru.
Conduct a code review using CodeGuru
Show steps
Demonstrate your proficiency by performing a comprehensive code review utilizing CodeGuru's capabilities. This hands-on experience will enhance your understanding of its features and strengthen your code evaluation skills.
Show steps
-
Identify a codebase for review.
-
Set up CodeGuru for the code review.
-
Run CodeGuru analysis and generate a report.
-
Review CodeGuru's recommendations and identify potential improvements.
-
Document your findings and provide recommendations for code optimization.
Participate in a CodeGuru challenge
Show steps
Test your skills and push the limits of your CodeGuru knowledge by participating in challenges or competitions. This will provide a gamified environment to showcase your abilities and drive continuous improvement.
Show steps
-
Identify CodeGuru-related challenges or competitions.
-
Prepare for the challenge by reviewing relevant materials and practicing.
-
Participate in the challenge and strive for excellence.
-
Reflect on your performance and identify areas for improvement.
Review code optimization techniques
Show steps
Strengthen your knowledge of code optimization principles and practices to complement your understanding of CodeGuru's capabilities and maximize its impact on your code quality.
Browse courses on
Code Optimization
Show steps
Show steps
Show steps
- Review articles and resources on code optimization techniques.
- Identify areas in your code that could benefit from optimization.
- Implement optimization techniques and evaluate the results.
Review CodeGuru fundamentals
Show steps
Review foundational concepts to develop a deeper understanding of CodeGuru's capabilities and their potential impact on your code quality and application performance.
Browse courses on
Code Review
Show steps
Show steps
Show steps
- Explore the official CodeGuru documentation.
- Watch introductory videos and tutorials on CodeGuru.
- Practice using CodeGuru's sample code and resources.
Explore CodeGuru Profiler
Show steps
Expand your understanding of CodeGuru by delving into its Profiler feature, which provides valuable insights into your code's performance characteristics, empowering you to identify and mitigate potential bottlenecks.
Browse courses on
Performance Profiling
Show steps
Show steps
Show steps
- Review the CodeGuru Profiler documentation.
- Follow tutorials on using CodeGuru Profiler.
- Practice profiling your code using CodeGuru Profiler.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Integrate CodeGuru with your codebase
Show steps
Reinforce your understanding by implementing CodeGuru in a real-world setting, allowing you to observe its practical benefits and address any challenges encountered during integration.
Show steps
Show steps
Show steps
- Select a codebase for integration.
- Follow CodeGuru's integration instructions.
- Run CodeGuru analysis and review recommendations.
- Make necessary code modifications based on CodeGuru's suggestions.
Discuss CodeGuru with peers
Show steps
Engage in discussions with fellow students or industry professionals to exchange knowledge and experiences using CodeGuru. This will broaden your perspectives, foster collaboration, and deepen your understanding of its practical applications.
Show steps
Show steps
Show steps
- Join online forums or communities dedicated to CodeGuru.
- Attend meetups or webinars where CodeGuru is discussed.
- Participate in peer review sessions to exchange code and feedback using CodeGuru.
Conduct a code review using CodeGuru
Show steps
Demonstrate your proficiency by performing a comprehensive code review utilizing CodeGuru's capabilities. This hands-on experience will enhance your understanding of its features and strengthen your code evaluation skills.
Show steps
Show steps
Show steps
- Identify a codebase for review.
- Set up CodeGuru for the code review.
- Run CodeGuru analysis and generate a report.
- Review CodeGuru's recommendations and identify potential improvements.
- Document your findings and provide recommendations for code optimization.
Participate in a CodeGuru challenge
Show steps
Test your skills and push the limits of your CodeGuru knowledge by participating in challenges or competitions. This will provide a gamified environment to showcase your abilities and drive continuous improvement.
Show steps
Show steps
Show steps
- Identify CodeGuru-related challenges or competitions.
- Prepare for the challenge by reviewing relevant materials and practicing.
- Participate in the challenge and strive for excellence.
- Reflect on your performance and identify areas for improvement.
Career center
Learners who complete Introduction to Amazon CodeGuru will develop knowledge and skills
that may be useful to these careers:
Software Development Manager
Software Development Manager
A Software Development Manager is responsible for leading teams of software engineers and ensuring that the team produces high-quality code that meets business requirements. The course "Introduction to Amazon CodeGuru" can help aspiring Software Development Managers by providing them with the knowledge and skills necessary to improve code quality, including how to use CodeGuru Reviewer and Profiler to find bugs and optimize code.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. The course "Introduction to Amazon CodeGuru" can help aspiring Software Engineers by providing them with the knowledge and skills necessary to write high-quality code, including how to use CodeGuru Reviewer and Profiler to find bugs and optimize code.
DevOps Engineer
DevOps Engineer
DevOps Engineers work to bridge the gap between development and operations teams, ensuring that software is deployed and maintained efficiently. The course "Introduction to Amazon CodeGuru" can help aspiring DevOps Engineers by providing them with the knowledge and skills necessary to improve code quality and optimize code performance, including how to use CodeGuru Reviewer and Profiler to find bugs and optimize code.
Site Reliability Engineer
Site Reliability Engineer
Site Reliability Engineers ensure that software applications are reliable and performant. The course "Introduction to Amazon CodeGuru" can help aspiring Site Reliability Engineers by providing them with the knowledge and skills necessary to improve code quality and optimize code performance, including how to use CodeGuru Reviewer and Profiler to find bugs and optimize code.
Cloud Architect
Cloud Architect
Cloud Architects design and manage cloud computing solutions for businesses. The course "Introduction to Amazon CodeGuru" can help aspiring Cloud Architects by providing them with the knowledge and skills necessary to improve the quality of code deployed in the cloud, including how to use CodeGuru Reviewer and Profiler to find bugs and optimize code.
Data Scientist
Data Scientist
Data Scientists use data to solve business problems and develop new products and services. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Data Scientists by providing them with the knowledge and skills necessary to improve the quality of code used in data science projects, including how to use CodeGuru Reviewer and Profiler to find bugs and optimize code.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers design and develop machine learning models. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Machine Learning Engineers by providing them with the knowledge and skills necessary to improve the quality of code used in machine learning projects, including how to use CodeGuru Reviewer and Profiler to find bugs and optimize code.
Software Quality Assurance Analyst
Software Quality Assurance Analyst
Software Quality Assurance Analysts test software applications to ensure that they meet quality standards. The course "Introduction to Amazon CodeGuru" can help aspiring Software Quality Assurance Analysts by providing them with the knowledge and skills necessary to improve the quality of code, including how to use CodeGuru Reviewer and Profiler to find bugs and optimize code.
Product Manager
Product Manager
Product Managers are responsible for the development and launch of new products and services. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Product Managers by providing them with the knowledge and skills necessary to understand the technical aspects of software development and ensure that products are developed with high-quality code.
Business Analyst
Business Analyst
Business Analysts help businesses to understand their needs and develop solutions that meet those needs. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Business Analysts by providing them with the knowledge and skills necessary to understand the technical aspects of software development and ensure that solutions are developed with high-quality code.
Project Manager
Project Manager
Project Managers plan and execute projects to achieve business goals. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Project Managers by providing them with the knowledge and skills necessary to understand the technical aspects of software development and ensure that projects are completed with high-quality code.
Technical Writer
Technical Writer
Technical Writers create documentation for software and other technical products. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Technical Writers by providing them with the knowledge and skills necessary to understand the technical aspects of software development and write documentation that is accurate and easy to understand.
Teacher
Teacher
Teachers educate students in a variety of subjects. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Teachers by providing them with the knowledge and skills necessary to teach students about software development and code quality.
Librarian
Librarian
Librarians help people to find and access information. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Librarians by providing them with the knowledge and skills necessary to understand the technical aspects of software development and assist patrons with finding information about code quality.
Customer Service Representative
Customer Service Representative
Customer Service Representatives provide support to customers. The course "Introduction to Amazon CodeGuru" may be useful for aspiring Customer Service Representatives by providing them with the knowledge and skills necessary to understand the technical aspects of software development and assist customers with resolving issues related to code quality.
For more career information including salaries, visit:
OpenCourser.com/course/xbbbf1/introduction
Reading list
We've selected 11 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
Introduction to Amazon CodeGuru.
Diomidis Spinellis provides a structured approach to learning code reading. teaches how to navigate unfamiliar code, how to understand important features and differences among implementations, and how to refine understanding.
Cem Kaner, James Bach, and Bret Pettichord explain How to Write Test Plans, Test Cases, and Test Scripts, as well as how to use testing to answer strategic business questions.
Glenford J. Myers, Tom Badgett, and Todd M. Thomas present best practices for developing and testing high quality software that meets the needs of its users.
Save
Robert C. Martin, uncle Bob, shares his insights on writing clean code that can be understood and maintained by software engineers.
Eric Evans introduces Domain-Driven Design as an approach that focuses on the domain logic and has proven itself useful for building visionary software systems.
Save
Michael Feathers provides tips and techniques to enable software engineers to understand, maintain, restructure, and rewrite a code base they don't fully understand.
Andrew Hunt and David Thomas share their wisdom on software development and explain how to advance from being a journeyman to a master software engineer.
Save
Erich Gamma, Richard Helm, Ralph Johnson, and John Vlissides describe design patterns as a solution to common problems in software engineering.
Eric Freeman, Elisabeth Robson, Bert Bates, and Kathy Sierra explain the famous and often-used design patterns in a very beginner friendly and approachable format.
Lisa Crispin and Janet Gregory introduce the agile testing methodology that Agile teams can leverage to deliver the right software on time.
Save
Gene Kim, Jez Humble, Patrick Debois, and John Willis describe how high-performing technology organizations leverage DevOps to achieve world-class agility, reliability, and security.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/xbbbf1/introduction
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Time
120 hours
Level
Intermediate
Via
Pluralsight
Instructor
A Cloud Guru
Language
English
Good to know
CodeGuru is an AWS machine learning tool that enhances code quality through code reviews
Taught by A Cloud Guru, renowned for their expertise in cloud computing
Equips learners with techniques to integrate CodeGuru with existing applications
Suitable for learners seeking to optimize code and applications using machine learning
Includes hands-on learning experiences to reinforce concepts
May require prior experience with code reviewing tools or concepts
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