AI & ML - Powering the Agents of Automation

M Deepika

Description

Learn Why, What, Where, When Who and How behind the technologies of the AI & ML powering the Agents of Automation in a simple mannerKey features Explore various trends of Automation impacting our lives today. Explains the reasons behind the proliferations of the various bots and autonomous agents. Explores the various areas being impacted by the use of these new workforce made of machines. Examines the components that make up Robots, Chatbots, Autonomous cars and Drones. Throws a light on the various limitations and threats encountered by the Agents of Automation Explores how, Blockchain can be used to protect IOT, Robots, Drones and Autonomous cars. Throws a light on the various tools used to build Robots, Chatbots and RPA. Outlines the steps undertaken to manage while building projects to deploy the Agents of Automation. Description We are faced with automatic machines and autonomous agents gradually replacing a lot of activities, hitherto have been carried out by humans. From airports to call centers, shop floors in the factory to accounting and finance departments in large businesses, we are finding increasing applications of AI & ML led automation.Most of the time, the autonomous machines we interact with or work with, like the Robots, Drones and Self driving cars evoke awe, inspiration & perplexity at the same time. They seem to be the tools only used by the most technology empowered organizations and technology geeks.The effort of this book is to go under the veil of all these automation agents, explain their benefits and expose the way they work by leveraging hardware and software powered by AI & ML as well. We expect the book to demystify these technologies to the learners in a reader friendly manner without using too much of jargon, egging them to take the next step to develop a passion to follow and leverage these trends for their productivity and enhance their quality of life.What will you learnFrom this book, you will get a very good idea about the various agents of automation like IOT, Robots, Chatbots, and Robotic Process Automation, Drones and Autonomous cars. Why do we use these machines? Where do we use them? Where do we find their applications? What are the components that go into making of these machines? High level knowledge on how we can build them and what are the advantages, disadvantages, risks and appropriate way to limit these risks. Who this book is forThis book is for all the students and those passionate to get a fundamental knowledge on various aspects of Disruptive technologies prevalent today like IOT, AI, ML, Blockchain and Automation. Engineering students, CXOs in organizations, Government officials, Digital natives and the young generation of technology enthusiasts will find this book extremely interesting and informative.Table of contents1. Introduction to Automated Personal Assistants: Past, Present & The Future2. Disruptive models led by digitization3. Machine Learning and Artificial Intelligence, The languages of Automation4. Internet Of Things, Industry 4.0 And Factories Of Tomorrow5. Robots6. Robotic Process Automation7. Drones8. Chatbots & Voice Assistants9. Autonomous Cars10. Artificial Intelligence & Automation Gone Wrong11. Blockchain-The New Generation Tool for Cybersecurity12. Blockchain As A Protector of The Agents of Automation13. Summary and Conclusion14. CHAPTER WISE QUESTIONS15. GLOSSARY: AGENTS OF AUTOMATIONAbout the authorDeepika Mhttp://linkedin.com/in/deepika2019Deepika is CCNA/CCNP/CCIE certified Computer Engineering graduate from VIT University, Vellore and a Cybersecurity professional with over 4 years' experience in Networking & Cybersecurity from Cisco. She is an MBA in General Management with specialization in Finance, Marketing and Analytics (Trained in R & Python) from the Asia School of Business, Kuala Lumpur in collaboration with MIT Sloan. She is a R3 Corda certified Blockchain and Distributed Ledger Technology Evangelist, She is a scholarship candidate from Stanford GSB, for their Entrepreneur development program, Stanford, IGNITE. Vijay K. Cuddapahhttp://linkedin.com/in/vijay-kumar-0706858With master's in business management and B.Sc. in Computer Science, is responsible for Technology/Functional Development and Strategic Planning in IOT, AI & Analytics organizations. He has 10 years' experience in project development, deployment and delivery. Experience in multiple areas with emphasis on Analytics, Machine Learning, Information Technology and Consultancy related Services. He is passionate about Drones and diverse technologies ranging from Analytics, Machine Learning, Simulation, Automation, Tools development and Application Development across different verticals. He has significant experience in research methodology, design & conducting large scale surveys and analysis. Amitendra Srivastavahttp://linkedin.com/in/amitendra-srivastava-a5007844Amitendra holds a post graduate diploma in business administration from ISCS Pune. He has more than 14 years of rich corporate experience in training delivery and analytics product development. He has worked with HDFC Bank, Redwood Associates and Analytics Training Institute, He is extremely passionate about Analytics, Statistical concepts, Deep Learning & AI, Predictive modelling, Video Analytics & Autonomous vehicle technology.Srinivas Mahankalihttp://linkedin.com/in/srini-ultsSrinivas Mahankali is an IIT Madras and IIM Bangalore alumnus and heads Blockchain Center of Excellence at ULTS (ULCCS Group, Calicut, Kerala). He is Six sigma certified, NCFM Level 2, Capital Markets certified and R3 Corda Certified professional. He is an author of the books, Blockchain- The Untold Story & also co-authored Successful Organizations in action. Blockchain the Untold Story is deemed to be the first book to be translated from English into Chinese by Artificial Engineering Bots.

Sujets

• Informatique
• Systems analysis

Informations

• Publié par: BPB Publications
• Date de parution: 20 septembre 2019
• Nombre de lectures: 0
• EAN13: 9789389423662
• Langue: English
• Poids de l'ouvrage: 1 Mo

Extrait

AI and ML Powering the Agents of Automation
Demystifying, IOT, Robots, ChatBots, RPA, Drones
& Autonomous Cars - The new workforce led Digital
Reinvention facilitated by AI & ML and
secured through Blockchain
by DEEPIKA M, VIJAY CUDDAPAH, AMITENDRA SRIVASTAVA, SRINIVAS MAHANKALI
FIRST EDITION 2019
Copyright © BPB Publications, INDIA
ISBN: 978-93-88511-636
All Rights Reserved. No part of this publication may be reproduced or distributed in any form or by any means or stored in a database or retrieval system, without the prior written permission of the publisher with the exception to the program listings which may be entered, stored and executed in a computer system, but they can not be reproduced by the means of publication.
LIMITS OF LIABILITY AND DISCLAIMER OF WARRANTY
The information contained in this book is true to correct and the best of author’s & publisher’s knowledge. The author has made every effort to ensure the accuracy of these publications, but cannot be held responsible for any loss or damage arising from any information in this book.
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Published by Manish Jain for BPB Publications, 20, Ansari Road, Darya Ganj, New Delhi-110002 and Printed by Repro India Pvt Ltd, Mumbai
About the Author
DEEPIKA M
http://linkedin.com/in/deepika2019
Deepika is CCNA/CCNP/CCIE certified Computer Engineering graduate and a Cybersecurity professional with over four years’ of experience in Networking and Cybersecurity from Cisco. She has completed her MBA in General Management with specialization in Finance, Marketing and Analytics (Trained in R and Python) from Asia School of Business, Kuala Lumpur, in collaboration with the MIT Sloan School of Management. She is a R3 Corda certified Blockchain and Distributed Ledger Technology Evangelist. She received a scholarship at Stanford Ignite 2017 for her Entrepreneurial Development Program.
SRINIVAS MAHANKALI
http://linkedin.com/in/srini-ults
Srinivas Mahankali is an alumnus of IIT Madras and IIM Bangalore and heads the Blockchain Center of Excellence at ULTS (ULCCS Group, Calicut, Kerala). He is certified in Lean Six Sigma, NCFM Level 2, Capital Markets and R3 Corda. He is the author of the book Blockchain–The Untold Story and also co-authored, Successful Organizations in Action. Blockchain–The Untold Story is deemed to be the first book to be translated from English into Chinese by Artificial Engineering Bots.
VIJAY K. CUDDAPAH
http://linkedin.com/in/vijay-kumar-0706858
With a Masters degree in Business Management and a B.Sc. degree in Computer Science, Vijay is responsible towards Technology/Functional Development and Strategic Planning in IOT, AI and Analytics organizations. He has 10 years’ of experience in project development,deployment and delivery. He has experience in multiple areas such as Analytics, Machine Learning, Information Technology and Consultancy-related Services. He is passionate about drones and diverse technologies ranging from Analytics, Machine Learning, Simulation, Automation, Tools development, and Application Development across different verticals. He has significant experience in research methodology, design and conducting large-scale surveys and analysis.
AMITENDRA SRIVASTAVA
http://linkedin.com/in/amitendra-srivastava-a5007844
Amitendra holds a post graduate diploma in Business Administration from ISCS, Pune. He has more than 14 years of rich corporate experience in training delivery and analytics product development. He has worked with HDFC Bank, Redwood Associates and Analytics Training Institute. He is extremely passionate about Analytics, Statistical concepts, Deep Learning and AI, Predictive modeling, Video Analytics and Autonomous Vehicle Technology.
Acknowledgements
We are extremely delighted to see our combined team effort on our collective experience and expertise take shape in the form of an amazing resource to demystify the disruptive technological forces that operate as a ‘Blackbox’ to most, even now!
A number of passionate AI and ML Automation experts and great organizations like Microsoft, IBM, Google, Amazon, Oracle, CISCO, Facebook, and brilliant upcoming companies across domains like Manychat, Chatfuel, Blue Prism, Automation Anywhere Astound, Intel and many more have offered a lot of educational content on the net. This book has been inspired by many such works. We tried to mention the references in corresponding pages wherever referred to in this book. If you are concerned that we may have overlooked or missed anything, we request that you immediately contact us at agents of [e-mail].
We would like to thank all our friends, well wishers, and family members who encouraged us in pursuing our passion wholeheartedly. We would also like to thank Dr. Naghi Prasad (Co-founder of Astound Inc.), Mr. Ajay Kavungal Anat (President, Calicut Management Association), Deepak Agarwal, Abhishek Bhattacharya and others who have helped us with their reviews and shared their valuable feedback.
We indeed owe a lot to Asia’s largest publishers of Computer and Technology books, BPB Publications, headed by Mr. Manish Jain and his amazing team members!
Deepika M
(on behalf of the authors)
Preface
We live in an autonomous world. Billions of people and many more trillions of living organisms are using the resources of the universe which are apparently not made by living organisms but by the laws of nature.
The sun, moon, stars and the forces of nature are going about their paths in a routine manner for billions of years giving us seasons and all the great experiences.
The human being’s quest for unearthing ‘God’ or emulating Him by any means is manifesting in a number of ways, including the launch of autonomous devices and humanoids, that one day they may be more ubiquitous than the human beings.
Unmanned spacecrafts that hit their targets precisely on another planet are indeed a wonder to many.
The same autonomy is deemed to be transplanted into many more aspects of our modern life.
Chatbots, voice assistants, drones, AI-enabled robots and autonomous cars are now being ‘employed’ increasingly.
On the other hand, we have seen the launch of Bitcoin Cryptocurrency which has become the largest unmanned, unowned and unmanaged peer-to-peer network running on its own as a ‘Decentralized Autonomous Organization’ without any interference for over 10 years. We are witnessing an increasing trend towards autonomy, decentralized approach, open source, and pay-as-you-go approaches.
Where this all will lead to is anyone’s guess or a calculated forecast.
But it is imperative for us to take a close look at these developments, understand their dynamics and be prepared for the future.
We should be knowledgeable enough to foresee and leverage the forces of disruption and stay ahead of the rest. Only then our survival is assured, lest we would be blown away by these powerful waves of disruption. This book ‘Agents of Automation’ takes a close look at the various disruptive technologies that are shaping our world and enables everyone to take a pragmatic view to leverage them to ‘Augment’ our performance by making them our ‘Agents’ too.
Further, the power and utility of Blockchain is well examined as a tool to de-risk the growing threat of malware attacks and cybercriminals that could not only be a spoil sport but also provide dangerous twists along the way.
Blockchain allows us to scale our automation by striking the threats of data breaches and cyberattacks at their very roots, thus making the scaling through automation a delightful reality that improves the quality of life of all concerned. The readers are sure to enjoy this journey into the future!
Errata
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Your support, suggestions and feedbacks are highly appreciated by the BPB Publications’ Family.
Table of Contents
1. Introduction to Automated Personal Assistants: Past, Present And Future
2. Disruptive Models Led by Digitization
Introduction:
Structure:
Conclusion
3. Machine Learning and Artificial Intelligence .
Introduction
Structure:
Objectives:
The Rise of Machine Learning
Computer Vision:
Data Analysis and Data Visualization:
General Purpose Ml:
Natural Language Processing:
Topic Modelling:
Resources For Learning Data Science
Case Study: Intel ® Openvino™ Toolkit for Advanced InduStry 4.0 Applications
Openvino™ Toolkit Contains:
Conclusion
4. Internet of Things, Industry 4.0 and Factories of Tomorrow
Introduction:
Structure:
Objective:
What is Iot?
Data Management in a Typical Enterprise and the Threat of Single Point of Failure:
Conclusion
5. Robots
Introduction:
Structure:
Objective:
Important Skills of A Robot:
Advantages and Disadvantages of Robots
Laws Of Robotics:
Systems in a Robot:
Components of a Robot
Planning the Project:
Procuring the Components and Assemblies:
Robot Microcontrollers
Robot Sensors
Robot Servos
Robot Arms and Legs:
Ros (Robot Operating System