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droidcon NYC '19

Using ML to Make Your UI Tests More Robust

droidcon NYC 2019 | Using ML to Make Your UI Tests More Robust | Godfrey Nolan

It is common practice to write many unit tests and API tests and only write a few User Interface (UI) tests. Why? Because UI tests are brittle. If you change one thing, the other tests unravel. What if you could use machine learning (ML) to help? Many apps have the same functionality, such as login, checkout, share, and pay. In this session, Godfrey Nolan talks about how to use Object Detection and labeling techniques to make UI tests more robust with a fraction of the code.

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Syllabus

Using ML to Make Your UI Tests More Robust

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Develops skills and knowledge relevant to careers in UI development

Uses industry-standard techniques, such as Object Detection and labeling

Taught by droidcon NYC, recognized for their expertise in UI development

Intended for learners with a background in UI testing and Object Detection

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Career center

Learners who complete droidcon NYC '19: Using ML to Make Your UI Tests More Robust will develop knowledge and skills that may be useful to these careers:

Computer Vision Engineer

A Computer Vision Engineer designs, develops, and deploys computer vision models. Many Computer Vision Engineers specialize in a particular area, such as object detection. This course may be useful for a Computer Vision Engineer who works on developing computer vision models for UI testing, as it can help them to write more robust UI tests.

See salaries and explore the career path for Computer Vision Engineer

Test Automation Engineer

A Test Automation Engineer designs, develops, and maintains automated tests for software programs. This course may be useful for a Test Automation Engineer who works on developing UI tests, as it can help them to write more robust UI tests.

See salaries and explore the career path for Test Automation Engineer

Quality Assurance Analyst

A Quality Assurance Analyst plans and performs quality assurance testing for software programs. This course may be useful for a Quality Assurance Analyst who works on developing UI tests, as it can help them to write more robust UI tests.

See salaries and explore the career path for Quality Assurance Analyst

Software Architect

A Software Architect designs and develops the architecture of software programs. This course may be useful for a Software Architect who works on developing software programs with user interfaces, as it can help them to understand how to write more robust UI tests.

See salaries and explore the career path for Software Architect

Front-End Developer

A Front-End Developer designs and develops the user interface of software programs. This course may be useful for a Front-End Developer who works on developing UI tests, as it can help them to write more robust UI tests.

See salaries and explore the career path for Front-End Developer

Machine Learning Engineer

A Machine Learning Engineer designs, develops, and deploys machine learning models. Many Machine Learning Engineers specialize in a particular area, such as computer vision. This course may be useful for a Machine Learning Engineer who works on developing machine learning models for UI testing, as it can help them to write more robust UI tests.

See salaries and explore the career path for Machine Learning Engineer

UX Researcher

A UX Researcher conducts research on the user experience of software programs. This course may be useful for a UX Researcher who works on developing UI tests, as it can help them to write more robust UI tests.

See salaries and explore the career path for UX Researcher

User Experience Designer

A User Experience Designer designs and evaluates the user experience of software programs. This course may be useful for a User Experience Designer who works on developing UI tests, as it can help them to write more robust UI tests.

See salaries and explore the career path for User Experience Designer

Interaction Designer

An Interaction Designer designs and evaluates the user interface of software programs. This course may be useful for an Interaction Designer who works on developing UI tests, as it can help them to write more robust UI tests.

See salaries and explore the career path for Interaction Designer

Academic Researcher

An Academic Researcher conducts research in a variety of fields, including computer science. Many Academic Researchers specialize in a particular area, such as machine learning. This course may be useful for an Academic Researcher who works on developing machine learning models for UI testing, as it can help them to write more robust UI tests.

See salaries and explore the career path for Academic Researcher

Product Manager

A Product Manager plans and manages the development of software products. This course may be useful for a Product Manager who works on developing software products with user interfaces, as it can help them to understand how to write more robust UI tests.

See salaries and explore the career path for Product Manager

Data Scientist

A Data Scientist uses data to solve business problems. Many Data Scientists specialize in a particular area, such as machine learning. This course may be useful for a Data Scientist who works on developing machine learning models for UI testing, as it can help them to write more robust UI tests.

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Research Scientist

A Research Scientist conducts research in a variety of fields, including computer science. Many Research Scientists specialize in a particular area, such as machine learning. This course may be useful for a Research Scientist who works on developing machine learning models for UI testing, as it can help them to write more robust UI tests.

See salaries and explore the career path for Research Scientist

Software Engineer

A Software Engineer designs, develops, tests, and maintains software programs. Many Software Engineers specialize in a particular programming language or software development framework. This course may be useful for a Software Engineer who works on developing user interfaces, as it can help them to write more robust UI tests.

See salaries and explore the career path for Software Engineer

Technical Writer

A Technical Writer writes and edits technical documentation, such as user manuals and white papers. This course may be useful for a Technical Writer who writes documentation for software programs with user interfaces, as it can help them to understand how to write more robust UI tests.

See salaries and explore the career path for Technical Writer

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Time

30 hours

Level

Intermediate

Via

Pluralsight

Instructor

droidcon NYC

Language

English

This course belongs to a collection called droidcon NYC 2019. It's comprised of 85 courses:

Good to know

Develops skills and knowledge relevant to careers in UI development

Uses industry-standard techniques, such as Object Detection and labeling

Taught by droidcon NYC, recognized for their expertise in UI development

Intended for learners with a background in UI testing and Object Detection

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