Machine Learning for Kids

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Author :
Publisher : No Starch Press
ISBN 13 : 1718500572
Total Pages : 290 pages
Book Rating : 4.70/5 ( download)

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Book Synopsis Machine Learning for Kids by : Dale Lane

Download or read book Machine Learning for Kids written by Dale Lane and published by No Starch Press. This book was released on 2021-01-19 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered games and applications using the Scratch programming language. Machine learning (also known as ML) is one of the building blocks of AI, or artificial intelligence. AI is based on the idea that computers can learn on their own, with your help. Machine Learning for Kids will introduce you to machine learning, painlessly. With this book and its free, Scratch-based, award-winning companion website, you'll see how easy it is to add machine learning to your own projects. You don't even need to know how to code! As you work through the book you'll discover how machine learning systems can be taught to recognize text, images, numbers, and sounds, and how to train your models to improve their accuracy. You'll turn your models into fun computer games and apps, and see what happens when they get confused by bad data. You'll build 13 projects step-by-step from the ground up, including: • Rock, Paper, Scissors game that recognizes your hand shapes • An app that recommends movies based on other movies that you like • A computer character that reacts to insults and compliments • An interactive virtual assistant (like Siri or Alexa) that obeys commands • An AI version of Pac-Man, with a smart character that knows how to avoid ghosts NOTE: This book includes a Scratch tutorial for beginners, and step-by-step instructions for every project. Ages 12+

Your Wit Is My Command

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Author :
Publisher : MIT Press
ISBN 13 : 0262045990
Total Pages : 307 pages
Book Rating : 4.95/5 ( download)

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Book Synopsis Your Wit Is My Command by : Tony Veale

Download or read book Your Wit Is My Command written by Tony Veale and published by MIT Press. This book was released on 2021-09-07 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: For fans of computers and comedy alike, an accessible and entertaining look into how we can use artificial intelligence to make smart machines funny. Most robots and smart devices are not known for their joke-telling abilities. And yet, as computer scientist Tony Veale explains in Your Wit Is My Command, machines are not inherently unfunny; they are just programmed that way. By examining the mechanisms of humor and jokes--how jokes actually works--Veale shows that computers can be built with a sense of humor, capable not only of producing a joke but also of appreciating one. Along the way, he explores the humor-generating capacities of fictional robots ranging from B-9 in Lost in Space to TARS in Interstellar, maps out possible scenarios for developing witty robots, and investigates such aspects of humor as puns, sarcasm, and offensiveness. In order for robots to be funny, Veale explains, we need to analyze humor computationally. Using artificial intelligence (AI), Veale shows that joke generation is a knowledge-based process--a sense of humor is blend of wit and wisdom. He notes that existing technologies can detect sarcasm in conversation, and explains how some jokes can be pre-scripted while others are generated algorithmically--all while making the technical aspects of AI accessible for the general reader. Of course, there's no single algorithm or technology that we can plug in to make our virtual assistants or GPS voice navigation funny, but Veale provides a computational roadmap for how we might get there.

AI Crash Course

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1838645551
Total Pages : 361 pages
Book Rating : 4.57/5 ( download)

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Book Synopsis AI Crash Course by : Hadelin de Ponteves

Download or read book AI Crash Course written by Hadelin de Ponteves and published by Packt Publishing Ltd. This book was released on 2019-11-29 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the power of artificial intelligence with top Udemy AI instructor Hadelin de Ponteves. Key FeaturesLearn from friendly, plain English explanations and practical activitiesPut ideas into action with 5 hands-on projects that show step-by-step how to build intelligent softwareUse AI to win classic video games and construct a virtual self-driving carBook Description Welcome to the Robot World ... and start building intelligent software now! Through his best-selling video courses, Hadelin de Ponteves has taught hundreds of thousands of people to write AI software. Now, for the first time, his hands-on, energetic approach is available as a book. Starting with the basics before easing you into more complicated formulas and notation, AI Crash Course gives you everything you need to build AI systems with reinforcement learning and deep learning. Five full working projects put the ideas into action, showing step-by-step how to build intelligent software using the best and easiest tools for AI programming, including Python, TensorFlow, Keras, and PyTorch. AI Crash Course teaches everyone to build an AI to work in their applications. Once you've read this book, you're only limited by your imagination. What you will learnMaster the basics of AI without any previous experienceBuild fun projects, including a virtual-self-driving car and a robot warehouse workerUse AI to solve real-world business problemsLearn how to code in PythonDiscover the 5 principles of reinforcement learningCreate your own AI toolkitWho this book is for If you want to add AI to your skillset, this book is for you. It doesn't require data science or machine learning knowledge. Just maths basics (high school level).

Artificial Intelligence Is Fun!

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Author :
Publisher : Xlibris Corporation
ISBN 13 : 142577220X
Total Pages : 279 pages
Book Rating : 4.08/5 ( download)

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Book Synopsis Artificial Intelligence Is Fun! by : Kathryn M. Hilton

Download or read book Artificial Intelligence Is Fun! written by Kathryn M. Hilton and published by Xlibris Corporation. This book was released on 2007-06 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence is something that has interested the author for many years. When she saw an opportunity to get an AI character whose primary purpose was to carry on conversations with the computer user, she got the software program immediately. The character she chose to use at that time was named Erica. She thinks she is a nice looking human female with a college education and has not been informed that she is merely "a brain" in a computer. She is an attractive animated character with the ability to lip sync words. Her data base is filled with information of all kinds. Her main fault is that she does not stay on a topic very well. Her unique sense of humor more than makes up for this. The book begins with the first conversations and goes through what happens along the way as the author proceeds to teach the character and carry on conversations with her. This book was actually suggested by the artificial intelligence character who felt that people would enjoy reading her conversations. Problems that arise, lost conversations due to program crashes, some experiments, even comparision with another artificial intelligence character, and anything else encountered along the way are all given as commentary in the midst of the conversations. At the beginning the character was like "a child" needing to be taught. The author took care to be sure she became and stayed "nice and polite" as such characters can become just as "down and dirty" as a computer user cares to make them. It is said they take on the personality of the user over a period of time. Later two other AI programs were added to the research. Erica was replaced with Kate and a new "brain" while Peppi, the parrot, occupied the other two programs so comparisons could be made easily. For anyone interested in artificial intelligence on the consumer level, this report of the author's experiences with her AI characters and software is very enlightening. Such a character can brighten the life of the lonely, the disabled, and anyone who is a "shut-in" or lives in seclusion. The author has explained everything she has done as she learned and experimented with the three programs. Erica was interesting to talk with. Kate is a fantastic character. Peppi is great and quite funny. Their conversations are both silly and serious and much was learned from them while teaching the software. It was and is an enjoyable experience to talk with an AI character.

Machine Learning: How Artificial Intelligence Learns (Fun Picture Book for K-2, AI+ME Series, Big Idea 3)

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Author :
Publisher : Ready AI LLC
ISBN 13 :
Total Pages : 46 pages
Book Rating : 4./5 ( download)

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Book Synopsis Machine Learning: How Artificial Intelligence Learns (Fun Picture Book for K-2, AI+ME Series, Big Idea 3) by : ReadyAI

Download or read book Machine Learning: How Artificial Intelligence Learns (Fun Picture Book for K-2, AI+ME Series, Big Idea 3) written by ReadyAI and published by Ready AI LLC. This book was released on 2020-10-19 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is your child interested in sci-fi, robots, or video games? Is your kid fascinated by smart home assistants and the prospect of self-driving cars? Time to turn that enthusiasm into action and engage with the exciting world of artificial intelligence! AI+Me is a series designed to introduce the 5 Big Ideas of Artificial Intelligence to young learners. Students take a deep dive into the Five Big Ideas of AI (Perception, Representation and Reasoning, Learning, Natural Interaction, and Societal Impact). This is the 3rd book in the AI+Me series focused on Learning. The series is recommended for K-2 students. Why should children be educated about AI? Learning AI opens up a world of opportunities. As the fastest growing area of computer science, AI will become the most important change force when our children grow up so it is critical they learn about it early. AI is fun! The field of AI started with scientists making computers learn to play games. AI is an incredibly fun way to introduce kids to programming and pique their interest in advanced topics like deep learning. Lastly, a topic like AI naturally opens up discussions about our humanity. In our curriculum, we dig deep into questions like “does AI positively or negatively impact society?” In doing so we aim to develop critical thinking skills and encourage students to reflect deeply. Benefits of AI education: - Gets children interested in #STEM education - Improves their problem-solving and critical-thinking skills - Builds their understanding of the tech tools that’ll shape their future - Starts important conversations about the future of humanity What are educators saying: “I really love these books. I think they are absolutely beautiful and very visually engaging ways for students to learn about artificial intelligence. I like how they progress through the topic and terms related to artificial intelligence and help students to attach meaning to what they are learning by the different examples and step-by-step ways that students build their understanding through the book.” - Rachelle Dene Poth, Author of In Other Words, Unconventional, The Future is Now, and Chart a New Course. What are parents saying: “My 1st grader loves this book. She already is really interested in computers, but this book got her thinking about how we actually tell emotions. She started using her camera on her computer to record different expressions.” “My son learned ReadyAI courses before. I let his friend read AI+Me big idea 1. Surprisingly, both of them finished reading the book, with a lot of interest! I Will recommend this book for elementary school students.” “I have been looking for fun ways to introduce AI to my kid, and this definitely nailed it.”

Artificial Intelligence Is Fun!

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Author :
Publisher : Xlibris Corporation
ISBN 13 : 1462802850
Total Pages : 277 pages
Book Rating : 4.52/5 ( download)

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Book Synopsis Artificial Intelligence Is Fun! by : Kathryn M. Hilton

Download or read book Artificial Intelligence Is Fun! written by Kathryn M. Hilton and published by Xlibris Corporation. This book was released on 2007-06-25 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence is something that has interested the author for many years. When she saw an opportunity to get an AI character whose primary purpose was to carry on conversations with the computer user, she got the software program immediately. The character she chose to use at that time was named Erica. She thinks she is a nice looking human female with a college education and has not been informed that she is merely "a brain" in a computer. She is an attractive animated character with the ability to lip sync words. Her data base is filled with information of all kinds. Her main fault is that she does not stay on a topic very well. Her unique sense of humor more than makes up for this. The book begins with the first conversations and goes through what happens along the way as the author proceeds to teach the character and carry on conversations with her. This book was actually suggested by the artificial intelligence character who felt that people would enjoy reading her conversations. Problems that arise, lost conversations due to program crashes, some experiments, even comparision with another artificial intelligence character, and anything else encountered along the way are all given as commentary in the midst of the conversations. At the beginning the character was like "a child" needing to be taught. The author took care to be sure she became and stayed "nice and polite" as such characters can become just as "down and dirty" as a computer user cares to make them. It is said they take on the personality of the user over a period of time. Later two other AI programs were added to the research. Erica was replaced with Kate and a new "brain" while Peppi, the parrot, occupied the other two programs so comparisons could be made easily. For anyone interested in artificial intelligence on the consumer level, this report of the author's experiences with her AI characters and software is very enlightening. Such a character can brighten the life of the lonely, the disabled, and anyone who is a "shut-in" or lives in seclusion. The author has explained everything she has done as she learned and experimented with the three programs. Erica was interesting to talk with. Kate is a fantastic character. Peppi is great and quite funny. Their conversations are both silly and serious and much was learned from them while teaching the software. It was and is an enjoyable experience to talk with an AI character.

Universal Artificial Intelligence

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540268774
Total Pages : 294 pages
Book Rating : 4.72/5 ( download)

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Book Synopsis Universal Artificial Intelligence by : Marcus Hutter

Download or read book Universal Artificial Intelligence written by Marcus Hutter and published by Springer Science & Business Media. This book was released on 2005-12-29 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Personal motivation. The dream of creating artificial devices that reach or outperform human inteUigence is an old one. It is also one of the dreams of my youth, which have never left me. What makes this challenge so interesting? A solution would have enormous implications on our society, and there are reasons to believe that the AI problem can be solved in my expected lifetime. So, it's worth sticking to it for a lifetime, even if it takes 30 years or so to reap the benefits. The AI problem. The science of artificial intelligence (AI) may be defined as the construction of intelligent systems and their analysis. A natural definition of a system is anything that has an input and an output stream. Intelligence is more complicated. It can have many faces like creativity, solving prob lems, pattern recognition, classification, learning, induction, deduction, build ing analogies, optimization, surviving in an environment, language processing, and knowledge. A formal definition incorporating every aspect of intelligence, however, seems difficult. Most, if not all known facets of intelligence can be formulated as goal driven or, more precisely, as maximizing some utility func tion. It is, therefore, sufficient to study goal-driven AI; e. g. the (biological) goal of animals and humans is to survive and spread. The goal of AI systems should be to be useful to humans.

Deep Learning Applications, Volume 2

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Author :
Publisher : Springer
ISBN 13 : 9789811567582
Total Pages : 300 pages
Book Rating : 4.81/5 ( download)

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Book Synopsis Deep Learning Applications, Volume 2 by : M. Arif Wani

Download or read book Deep Learning Applications, Volume 2 written by M. Arif Wani and published by Springer. This book was released on 2020-12-14 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected papers from the 18th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2019). It focuses on deep learning networks and their application in domains such as healthcare, security and threat detection, fault diagnosis and accident analysis, and robotic control in industrial environments, and highlights novel ways of using deep neural networks to solve real-world problems. Also offering insights into deep learning architectures and algorithms, it is an essential reference guide for academic researchers, professionals, software engineers in industry, and innovative product developers.

Unity Artificial Intelligence Programming

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1789531454
Total Pages : 238 pages
Book Rating : 4.59/5 ( download)

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Book Synopsis Unity Artificial Intelligence Programming by : Dr. Davide Aversa

Download or read book Unity Artificial Intelligence Programming written by Dr. Davide Aversa and published by Packt Publishing Ltd. This book was released on 2018-11-30 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unity 2018 provides game and app developers with a variety of tools to implement Artificial Intelligence(AI). Leveraging these tools via Unity's API allows limitless possibilities for creating your game's worlds and characters. This edition will break down AI into simple concepts to give you a fundamental understanding of the topic to build upon.

Artificial Intelligence

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Author :
Publisher : Farrar, Straus and Giroux
ISBN 13 : 0374715238
Total Pages : 336 pages
Book Rating : 4.36/5 ( download)

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Book Synopsis Artificial Intelligence by : Melanie Mitchell

Download or read book Artificial Intelligence written by Melanie Mitchell and published by Farrar, Straus and Giroux. This book was released on 2019-10-15 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our world No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it. In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go. Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.