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Building Computer Vision Solutions with Azure
Avkash Chauhan
Avkash Chauhan
Unlock the power of building computer vision solutions with Azure to solve business problems. Enroll in Udacity Computer Vision Training Course today.
Register for this course and see more details by visiting:
OpenCourser.com/course/99yzrx/building
What's inside
Syllabus
In this lesson, you will learn why computer vision is important, among other foundational topics. You will get an overview of what we will cover in this course.
Read more
Syllabus
In this lesson, you will learn why computer vision is important, among other foundational topics. You will get an overview of what we will cover in this course.
Read more
In this lesson, you will learn about the business and technical considerations of computer vision applications and solutions. This lesson provides the fundamentals for you to get started.
In this lesson, you will apply computer vision technology to extract text from various kinds of digital images & documents using specialized Azure Cognitive Services.
In this lesson, you will learn how to apply face detection and facial recognition using various Azure Face APIs. You can easily get started with little to no deep learning knowledge.
The best business use cases of AI are in image classification and object detection solutions, and this lesson gives you a head start on how to implement these with the Azure Custom Vision service.
Object Detection & Spatial Analysis
This lesson provides the operational knowledge on how to deploy and manage your computer vision solutions at Azure to make sure they are running smoothly to produce results.
In this project, you will build an automated passenger boarding kiosk. Your objective will be to perform various validation processes and confirm if a given passenger can board the plane or not.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Provides an introduction to computer vision concepts, technologies, and applications, making it suitable for learners new to the field
Emphasizes business applications of computer vision, helping learners understand the practical value of these technologies
Involves hands-on labs and interactive materials, reinforcing the practical aspects of computer vision
Utilizes Azure Cognitive Services and APIs, which are industry-standard tools for computer vision
Focuses on building end-to-end computer vision solutions, including deployment and management
Provides a starting point for beginners looking to explore computer vision and its applications
Taught by Avkash Chauhan, who has experience in applying computer vision technologies to business problems
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Activities
Coming soon
We're preparing activities for
Building Computer Vision Solutions with Azure.
These are activities you can do either before, during, or after a course.
Career center
Learners who complete Building Computer Vision Solutions with Azure will develop knowledge and skills
that may be useful to these careers:
Computer Vision Engineer
Computer Vision Engineer
A Computer Vision Engineer designs, develops, and maintains computer vision systems. This course may be useful for career advancement by providing advanced knowledge and skills in computer vision algorithms, image processing, and deep learning for computer vision.
Artificial Intelligence Engineer
Artificial Intelligence Engineer
An Artificial Intelligence Engineer designs, develops, and deploys AI systems. This course may provide a solid foundation by covering fundamental concepts of computer vision, machine learning, and deep learning, all of which are essential for a successful career as an Artificial Intelligence Engineer.
Machine Learning Engineer
Machine Learning Engineer
A Machine Learning Engineer designs, builds, and deploys machine learning models to solve real-world problems. This course may be beneficial by providing training in computer vision, machine learning algorithms, and data analysis, all of which are essential skills for a Machine Learning Engineer.
Robotics Engineer
Robotics Engineer
A Robotics Engineer designs, builds, and maintains robots. This course may be helpful by providing knowledge in computer vision, which is essential for robot navigation, object recognition, and obstacle avoidance.
Healthcare Analyst
Healthcare Analyst
A Healthcare Analyst uses data and analytics to improve patient care and healthcare outcomes. This course may be helpful by providing an understanding of computer vision and how it can be used in healthcare applications, such as medical image analysis and disease diagnosis.
Data Analyst
Data Analyst
A Data Analyst collects, interprets, and presents data to help organizations make informed decisions. This course may be useful by providing a solid understanding of computer vision, data analysis techniques, and data visualization, which are valuable skills for a Data Analyst.
Software Engineer
Software Engineer
A Software Engineer designs, builds, deploys, and maintains software solutions and computer applications. This course may help build a strong foundation for this career by providing knowledge and training in problem-solving, developing software applications, and understanding computer vision technology.
Cloud Architect
Cloud Architect
A Cloud Architect designs, builds, and maintains cloud computing solutions. This course may be useful in understanding how to leverage cloud computing services, such as Azure, to implement computer vision solutions.
Data Scientist
Data Scientist
A Data Scientist helps organizations extract actionable insights from vast amounts of data. This course may be useful for those seeking a career as a Data Scientist by providing training in computer vision, data analysis, and machine learning algorithms.
Business Analyst
Business Analyst
A Business Analyst analyzes business processes and identifies opportunities for improvement. This course may be useful by providing an understanding of how computer vision can be used to solve business problems and improve operational efficiency.
Consultant
Consultant
A Consultant provides expert advice and guidance to clients on a variety of topics. This course may be useful for those seeking a career as a Consultant by providing knowledge of computer vision and how it can be applied to solve business problems.
Product Manager
Product Manager
A Product Manager defines and manages the product roadmap to meet customer needs. This course may be beneficial by providing knowledge of computer vision applications and how they can be integrated into products.
UX Designer
UX Designer
A UX Designer creates user interfaces that are both functional and visually appealing. This course may be beneficial by providing knowledge of computer vision and how it can be used to create innovative and user-friendly designs.
Project Manager
Project Manager
A Project Manager plans, executes, and closes projects. This course may be helpful by providing knowledge of computer vision and how it can be used to streamline project management processes and improve project outcomes.
Technical Writer
Technical Writer
A Technical Writer creates and maintains technical documentation. This course may be beneficial by providing knowledge of computer vision and how to effectively communicate complex technical concepts.
For more career information including salaries, visit:
OpenCourser.com/course/99yzrx/building
Reading list
We've selected five 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
Building Computer Vision Solutions with Azure.
Provides a comprehensive overview of computer vision algorithms and techniques, with a focus on theoretical foundations and practical applications.
Save
Provides a comprehensive overview of computer vision algorithms and techniques, with a focus on image processing, object recognition, and image understanding.
Provides a comprehensive overview of digital image processing techniques, with a focus on image enhancement, restoration, and analysis.
Provides a practical introduction to computer vision using Python and the OpenCV library.
Provides a practical introduction to computer vision using Python, with a focus on image processing, object recognition, and image understanding.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/99yzrx/building
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Effort
4 weeks
Via
Udacity
Instructor
Avkash Chauhan
Language
English
Good to know
Provides an introduction to computer vision concepts, technologies, and applications, making it suitable for learners new to the field
Emphasizes business applications of computer vision, helping learners understand the practical value of these technologies
Involves hands-on labs and interactive materials, reinforcing the practical aspects of computer vision
Utilizes Azure Cognitive Services and APIs, which are industry-standard tools for computer vision
Focuses on building end-to-end computer vision solutions, including deployment and management
Provides a starting point for beginners looking to explore computer vision and its applications
Taught by Avkash Chauhan, who has experience in applying computer vision technologies to business problems
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