Mastering AI and Cloud Robotics Shakil Akhtar
- Autor:
- Shakil Akhtar
- Wydawnictwo:
- BPB Publications
- Ocena:
- Stron:
- 360
- Dostępne formaty:
-
ePubMobi
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Mastering AI and Cloud Robotics
Description
This book teaches theory and coding examples to help readers design AI-powered cloud robotics applications. AI and robotics engineers will learn to build scalable systems, apply various methods for monitoring and prediction, and optimize systems to reduce costs and increase performance using the architectural techniques described.
This book offers a detailed look into cloud robotics, starting with cloud computing basics and moving into its applications in robotics. It highlights the role of AI, ML, and computer vision in advancing robotic capabilities. This book also covers cloud robotics infrastructure, focusing on communication protocols and the ROS2 framework. Further, you will learn about building cloud-enabled robots and using AWS for AI and robotics. It addresses data privacy and security, concluding with real-world applications across various industries and insights into the future of cloud robotics.
This book equips you with the foundational knowledge and practical skills to leverage the power of cloud computing to enhance the capabilities of robotic systems. You will gain the ability to design, develop, deploy, and manage cloud-enabled robots, pushing the boundaries of automation and innovation across various industries. Key Features
Learn the basics of cloud computing and advanced AI techniques for cloud robotics applications.
Gain hands-on experience through practical exercises and examples to strengthen your understanding of applications in cloud robotics.
Outline the steps to develop a cloud robotic application using ROS and AWS. What you will learn
Understand cloud computing concepts, including service models, deployment models, and security.
Explore cloud robotics history, benefits, and AI integration in robotic systems.
Learn AI algorithms, ML, and deep learning for robotics applications.
Gain skills in computer vision, object detection, and enhancing robot perception using AI.
Master Robot Operating System 2 (ROS2) architecture and build cloud-enabled robots with hands-on experience. Who this book is for
The primary audience of this book is robotics engineers, AI engineers, and software developers with a basic understanding of robotics and cloud computing or no prior experience of the subject. This book contains practical code samples in Python and assumes that the reader has a fundamental understanding of Python programming. Table of Contents
1. Fundamentals of Cloud Computing
2. Introduction to Cloud Robotics
3. Artificial Intelligence in Cloud Robotics
4. Artificial Intelligence and Robot Perception
5. Cloud Robotics Connectivity
6. Communications and Processing in Cloud Robotics
7. Robot Operating System 2
8. Building a Cloud-enabled Robot
9. AI and Robotics Using AWS
10. Security in Cloud Robotics
11. Real-world Cloud Robotics Applications
12. Conclusion and Future Directions
This book teaches theory and coding examples to help readers design AI-powered cloud robotics applications. AI and robotics engineers will learn to build scalable systems, apply various methods for monitoring and prediction, and optimize systems to reduce costs and increase performance using the architectural techniques described.
This book offers a detailed look into cloud robotics, starting with cloud computing basics and moving into its applications in robotics. It highlights the role of AI, ML, and computer vision in advancing robotic capabilities. This book also covers cloud robotics infrastructure, focusing on communication protocols and the ROS2 framework. Further, you will learn about building cloud-enabled robots and using AWS for AI and robotics. It addresses data privacy and security, concluding with real-world applications across various industries and insights into the future of cloud robotics.
This book equips you with the foundational knowledge and practical skills to leverage the power of cloud computing to enhance the capabilities of robotic systems. You will gain the ability to design, develop, deploy, and manage cloud-enabled robots, pushing the boundaries of automation and innovation across various industries. Key Features
Learn the basics of cloud computing and advanced AI techniques for cloud robotics applications.
Gain hands-on experience through practical exercises and examples to strengthen your understanding of applications in cloud robotics.
Outline the steps to develop a cloud robotic application using ROS and AWS. What you will learn
Understand cloud computing concepts, including service models, deployment models, and security.
Explore cloud robotics history, benefits, and AI integration in robotic systems.
Learn AI algorithms, ML, and deep learning for robotics applications.
Gain skills in computer vision, object detection, and enhancing robot perception using AI.
Master Robot Operating System 2 (ROS2) architecture and build cloud-enabled robots with hands-on experience. Who this book is for
The primary audience of this book is robotics engineers, AI engineers, and software developers with a basic understanding of robotics and cloud computing or no prior experience of the subject. This book contains practical code samples in Python and assumes that the reader has a fundamental understanding of Python programming. Table of Contents
1. Fundamentals of Cloud Computing
2. Introduction to Cloud Robotics
3. Artificial Intelligence in Cloud Robotics
4. Artificial Intelligence and Robot Perception
5. Cloud Robotics Connectivity
6. Communications and Processing in Cloud Robotics
7. Robot Operating System 2
8. Building a Cloud-enabled Robot
9. AI and Robotics Using AWS
10. Security in Cloud Robotics
11. Real-world Cloud Robotics Applications
12. Conclusion and Future Directions
Szczegóły książki
- ISBN Ebooka:
- 978-93-658-9705-0, 9789365897050
- Data wydania ebooka :
-
2024-12-18
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