Donepudi - Artificial Intelligence, IOT and machine Learning : AI programs using Python A Beginners book

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Artificial Intelligence,

IOT and machine Learning

AI programs using Python

A Beginners book

Praveen K Donepudi

Table of Contents

Preface:

The world we live in is an ocean of digital technology, from our handheld smart devices to YouTube, Instagram and Snapchat are examples of technological advancements found today but what makes them so addicting? How do they work and what is their purpose in our daily lives? This book aims to cover all the answers to these questions by introducing you to the intelligent digital world in which we live in specifically artificial intelligence, machine learning and deep learning will be discussed in terms of their applications in commonly used devices.

Python is an easy and user-friendly computer programming language which anyone can learn and Keras is an open-source deep learning framework with its backend known as Tenorflow to support deep learning applications, interestingly well create our intelligent application with the help of Artificial intelligence (AI) tools and techniques moreover we will deploy our created application as a web application so that your family and friends can see the power of AI.

After completing this book, you will be able to create your deep learning applications and deploy them on webservers in commonly found problems and will have a solid intuitive background on the working of these algorithms.

About the author:

As a child, Praveen Donepudi dreamed of becoming a great athlete, but instead became well-known in the communications and information tech industries, particularly as an enterprise architect in the IT industry, and he is also a portfolio entrepreneur with interests in multiple small independent businesses. Praveen is also a devoted husband, a loving father, and, of course, a writer.

All of the above keep Praveens life busy and fulfilling, but that has not stopped him from penning not only the stories that he used to make up to send his daughters off to sleep at bedtime, but also any number of articles, e-books and books, both fiction and non-fiction.

Praveens work has appeared in such notable international publications as Forbes India, Yahoo Finance, Thrive Global and many more, most often dealing with technology and enterprise architecture based topics, such as the Internet of Things (in which deals with the connectedness of everyday physical objects that form internet-based networks, such as smart homes and similar items), Artificial Intelligence (in which machines work at high rates of cognitive thinking that resemble human logic), machine learning, and neural networks, as well as on finance and marketing. He is also associated with several middleware practices which help applications and operating systems work seamlessly despite differences in age and coding.

Many of Praveens articles are to be found in Scopus Indexed Journals a large database of academically solid journals and publications that appear in the form of both ISSN publications (serial publications like journals, magazines and annuals) and IBSN (standalone publications such as books, monographs and the like.) Significant conference papers and seminar presentation papers may also be included indicating that Praveens writing is academically rigorous and informatively important.

Not content to sit on his laurels as an author, Praveen gives back too, sitting on the board of a number of journals and providing peer review feedback on submitted pieces.

Away from the office, Praveen loves to travel with his family, seeing all the beauties of nature and the best of mankind and seeing the world not only as it should be, but as it is. He writes for children all over the world in order to impart not only specific knowledge but a love of learning in his readership that will encourage them to ask questions and learn about the world and what they can do to improve on it as well as living out their own dreams.

Praveens family consists of his beautiful wife, Lakshmi, and his two lively daughters, Shivika and Shanvika, who were his direct inspiration for writing for children. Making up on-the-spot stories for his girls boosted his creativity and Praveen began to jot the stories down with a view to publishing them: yet another goal he has achieved very successfully!

Praveens stories always hide a moral or message of being positive and enduring the bad times in order to enjoy the good, but they are often so skillfully woven into the tale that the reader is hardly aware that they are receiving an education at the same time as enjoying an entertaining yarn!

Chapter 1

Introduction to the Digital World

We are living in a world of technology where everything is accessible and easy to reach, want to watch a movie? Hop on to Netflix, stuck in the middle of a city, just open Google Maps to navigate your way or if you want to make a purchase thousands of miles away, just use your credit card and itll come right at your doorstep or even better if you dont want to drive yourself buy a self-driving car and doze off in your car while the car will take you to your desired location. So you see, we are surrounded by digital technology. The goal of this chapter is to get you familiarized with the applications of smart digital technology commonly used these days; specifically we will be looking at:

• Common smart applications in use today.
• Components to make up a digital system.

1.1. Common smart applications in use today:

We are constantly bombarded with intelligent applications in use today if you look at a common household having access to the Internet you may find:

• Computer games such as Mario super bros in which as you progress further, Mario speeds up, the monsters get tougher and tougher, and you have to be very careful while playing the game so that you are not caught up and lose your life, fortunately, a smart computer program can play for you without taking up your efforts, exciting!

Intelligent application that plays Mariobros itself

• YouTube and Netflix, which gives you your favourite TV shows, movies and music based on your taste only.

• Weather forecast, which tells you the weather of the next seven days or even more, based on the data from previous days.

Weather forecast

• Social Media which lets you interact with your friends, allows you to edit your pictures based on the wide variety of filters they have such as to put a hat on your head and glasses on your nose artificially also news feed on social media is shown based on your interests such as if you click on Naruto series which is an Anime you will get posts based on Anime only, this is the beauty or the danger of social media which lets you consume most of your daily hours daily on social media.

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