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Creating an Object Detection Application Using TensorFlow

Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console. This lab will show you how to install and run an object detection application. The application uses TensorFlow and other public API libraries to detect multiple objects in an uploaded...

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Offers real-world practice through hands-on labs

Focuses on a highly relevant, in-demand skill

Taught by Google Cloud Training, a reputable organization in the tech industry

Suitable for beginners with little to no prior knowledge in object detection

Provides a foundation for further learning in computer vision and deep learning

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Career center

Learners who complete Creating an Object Detection Application Using TensorFlow will develop knowledge and skills that may be useful to these careers:

Computer Vision Engineer

A Computer Vision Engineer designs, develops, and maintains computer vision systems. This course may be useful for Computer Vision Engineers who want to learn how to use TensorFlow to build object detection applications. The course can help Computer Vision Engineers gain the skills needed to develop and deploy object detection applications.

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Deep Learning Engineer

A Deep Learning Engineer designs, develops, and maintains deep learning models. This course may be useful for Deep Learning Engineers who want to learn how to use TensorFlow to build object detection applications. The course can help Deep Learning Engineers gain the skills needed to develop and deploy object detection applications.

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Machine Learning Engineer

A Machine Learning Engineer designs, develops, and maintains machine learning models. This course may be useful for Machine Learning Engineers who want to learn how to use TensorFlow to build object detection applications. The course can help Machine Learning Engineers gain the skills needed to develop and deploy object detection applications.

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Artificial Intelligence Engineer

An Artificial Intelligence Engineer designs, develops, and maintains artificial intelligence systems. This course may be useful for Artificial Intelligence Engineers who want to learn how to use TensorFlow to build object detection applications. The course can help Artificial Intelligence Engineers gain the skills needed to develop and deploy object detection applications.

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Robotics Engineer

A Robotics Engineer designs, develops, and maintains robots. This course may be useful for Robotics Engineers who want to learn how to use TensorFlow to build object detection applications. The course can help Robotics Engineers gain the skills needed to develop and deploy object detection applications.

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Software Engineer

A Software Engineer designs, develops, and maintains software applications. This course may be useful for Software Engineers who want to learn how to use TensorFlow to build object detection applications. The course can help Software Engineers gain the skills needed to develop and deploy object detection applications.

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Product Manager

A Product Manager is responsible for the development and launch of new products. This course may be useful for Product Managers who want to learn how to use TensorFlow to build object detection applications. The course can help Product Managers gain the skills needed to develop and launch object detection products.

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Security Analyst

A Security Analyst is responsible for identifying and mitigating security risks. This course may be useful for Security Analysts who want to learn how to use TensorFlow to build object detection applications. The course can help Security Analysts gain the skills needed to identify and mitigate security risks in object detection.

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Research Scientist

A Research Scientist conducts research in a variety of fields, including computer science, engineering, and medicine. This course may be useful for Research Scientists who want to learn how to use TensorFlow to build object detection applications. The course can help Research Scientists gain the skills needed to develop and deploy object detection applications.

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Database Administrator

A Database Administrator is responsible for managing and maintaining databases. This course may be useful for Database Administrators who want to learn how to use TensorFlow to build object detection applications. The course can help Database Administrators gain the skills needed to manage and maintain databases for object detection.

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Data Scientist

A Data Scientist uses data to solve business problems. This course may be useful for Data Scientists who want to learn how to use TensorFlow to build object detection applications. The course can help Data Scientists gain the skills needed to develop and deploy object detection applications.

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Business Analyst

A Business Analyst is responsible for analyzing business processes and identifying opportunities for improvement. This course may be useful for Business Analysts who want to learn how to use TensorFlow to build object detection applications. The course can help Business Analysts gain the skills needed to analyze business processes and identify opportunities for improvement in object detection.

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Data Architect

A Data Architect is responsible for designing and managing data systems. This course may be useful for Data Architects who want to learn how to use TensorFlow to build object detection applications. The course can help Data Architects gain the skills needed to design and manage data systems for object detection.

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Data Analyst

A Data Analyst is responsible for collecting, analyzing, and interpreting data to identify trends and patterns. This course may be useful for Data Analysts who want to learn how to use TensorFlow and other machine learning libraries to build object detection applications. The course can help Data Analysts build a foundation in object detection and gain the skills needed to develop and deploy object detection applications.

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Project Manager

A Project Manager is responsible for planning, executing, and closing projects. This course may be useful for Project Managers who want to learn how to use TensorFlow to build object detection applications. The course can help Project Managers gain the skills needed to plan, execute, and close object detection projects.

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Reading list

We've selected six 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 Creating an Object Detection Application Using TensorFlow.

Concurrent NumPy in Python

Save

Provides a comprehensive overview of deep learning for computer vision. It covers the different techniques used for deep learning, as well as the pros and cons of each technique.

Concurrent NumPy in Python: Faster NumPy With BLAS,...

Paperback

Concurrent NumPy in Python: Faster NumPy With BLAS,...

Kindle Edition

Deep Learning with Python, Second Edition

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Provides a comprehensive introduction to deep learning, including how to build and train neural networks.

Deep Learning with Python, Second Edition

Paperback

Deep Learning with Python, Second Edition

Kindle Edition

Deep Learning

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Provides a theoretical and practical introduction to machine learning for computer vision, including object detection.

Computer Vision

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Provides a comprehensive overview of computer vision algorithms and applications, including object detection.

Pattern Recognition and Machine Learning

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Provides a comprehensive overview of pattern recognition and machine learning, including object detection.

Pattern Recognition and Machine Learning...

Hardcover

$$$

Pattern Recognition and Machine Learning...

Paperback

$$$

Pattern Recognition and Machine Learning (text...

Unknown Binding

$$$$

AI Computing Systems

Save

This paper introduces the SSD object detection algorithm, which is known for its speed and accuracy.

AI Computing Systems: An Application Driven...

Paperback

$$$

AI Computing Systems: An Application Driven...

Kindle Edition

$$$

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Google Cloud Training

Good to know

Offers real-world practice through hands-on labs

Focuses on a highly relevant, in-demand skill

Taught by Google Cloud Training, a reputable organization in the tech industry

Suitable for beginners with little to no prior knowledge in object detection

Provides a foundation for further learning in computer vision and deep learning

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