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Introduction to Amazon CodeGuru

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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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
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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Career center

Learners who complete Introduction to Amazon CodeGuru will develop knowledge and skills that may be useful to these careers:
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 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 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 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 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 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 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 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 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 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 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 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
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
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 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.

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.
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.
Michael Feathers provides tips and techniques to enable software engineers to understand, maintain, restructure, and rewrite a code base they don't fully understand.
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.
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.

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