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Generative AI with Python and TensorFlow 2

Author : Joseph Babcock
Publisher : Packt Publishing Ltd
ISBN 13 : 1800208502
Total Pages : 489 pages
Book Rating : 4.8/5 (2 download)

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Book Synopsis Generative AI with Python and TensorFlow 2 by : Joseph Babcock

Download or read book Generative AI with Python and TensorFlow 2 written by Joseph Babcock and published by Packt Publishing Ltd. This book was released on 2021-04-30 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fun and exciting projects to learn what artificial minds can create Key FeaturesCode examples are in TensorFlow 2, which make it easy for PyTorch users to follow alongLook inside the most famous deep generative models, from GPT to MuseGANLearn to build and adapt your own models in TensorFlow 2.xExplore exciting, cutting-edge use cases for deep generative AIBook Description Machines are excelling at creative human skills such as painting, writing, and composing music. Could you be more creative than generative AI? In this book, you’ll explore the evolution of generative models, from restricted Boltzmann machines and deep belief networks to VAEs and GANs. You’ll learn how to implement models yourself in TensorFlow and get to grips with the latest research on deep neural networks. There’s been an explosion in potential use cases for generative models. You’ll look at Open AI’s news generator, deepfakes, and training deep learning agents to navigate a simulated environment. Recreate the code that’s under the hood and uncover surprising links between text, image, and music generation. What you will learnExport the code from GitHub into Google Colab to see how everything works for yourselfCompose music using LSTM models, simple GANs, and MuseGANCreate deepfakes using facial landmarks, autoencoders, and pix2pix GANLearn how attention and transformers have changed NLPBuild several text generation pipelines based on LSTMs, BERT, and GPT-2Implement paired and unpaired style transfer with networks like StyleGANDiscover emerging applications of generative AI like folding proteins and creating videos from imagesWho this book is for This is a book for Python programmers who are keen to create and have some fun using generative models. To make the most out of this book, you should have a basic familiarity with math and statistics for machine learning.

Marketing Artificial Intelligence

Author : Paul Roetzer
Publisher : BenBella Books
ISBN 13 : 1637740794
Total Pages : 257 pages
Book Rating : 4.6/5 (377 download)

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Book Synopsis Marketing Artificial Intelligence by : Paul Roetzer

Download or read book Marketing Artificial Intelligence written by Paul Roetzer and published by BenBella Books. This book was released on 2022-06-28 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence is forecasted to have trillions of dollars of impact on businesses and the economy, yet many marketers struggle to understand what it is and how to apply it in their marketing efforts. The truth is, AI possesses the power to change everything. While AI-powered marketing technologies may never achieve the sci-fi vision of self-running, self-improving autonomous systems, a little bit of AI can go a long way toward dramatically increasing productivity, efficiency, and performance. Marketing AI Institute’s Founder & CEO, Paul Roetzer, and Chief Content Officer, Mike Kaput, join forces to show marketers how to embrace AI and make it their competitive advantage. Marketing Artificial Intelligence draws on years of research and dozens of interviews with AI marketers, executives, engineers, and entrepreneurs. Roetzer and Kaput present the current potential of AI, as well as a glimpse into a near future in which marketers and machines work seamlessly to run personalized campaigns of unprecedented complexity with unimaginable simplicity. As the amount of data exponentially increases, marketers’ abilities to filter through the noise and turn information into actionable intelligence remain limited. Roetzer and Kaput show you how to make breaking through that noise your superpower. So, come along on a journey of exploration and enlightenment. Marketing Artificial Intelligence is the blueprint for understanding and applying AI, giving you just the edge in your career you’ve been waiting for.

Logics in Artificial Intelligence

Author : Sergio Flesca
Publisher : Springer
ISBN 13 : 3540457577
Total Pages : 589 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Logics in Artificial Intelligence by : Sergio Flesca

Download or read book Logics in Artificial Intelligence written by Sergio Flesca and published by Springer. This book was released on 2003-08-06 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the European Conference on Logics in Artificial Intelligence, JELIA 2002, held in Cosenza, Italy in September 2002.The 41 revised full papers presented together with 11 system descriptions and 3 invited contributions were carefuly reviewed and selected from more than 100 submissions. The papers are organized in topical sections on multi-agent systems, evolution and changes, description logic and the semantic web, complexity issues, probabilistic logic, AI planning, modal logic and causal reasoning, theory, reasoning under uncertainty, satisfiability, paraconsisten reasoning, actions and caution, logic for agents, semantics, and optimization issues in answer set semantics.

Syntax over Time

Author : Theresa Biberauer
Publisher : OUP Oxford
ISBN 13 : 0191511749
Total Pages : 439 pages
Book Rating : 4.1/5 (915 download)

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Book Synopsis Syntax over Time by : Theresa Biberauer

Download or read book Syntax over Time written by Theresa Biberauer and published by OUP Oxford. This book was released on 2015-02-27 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a critical investigation of syntactic change and the factors that influence it. Converging empirical and theoretical considerations have suggested that apparent instances of syntactic change may be attributable to factors outside syntax proper, such as morphology or information structure. Some even go so far as to propose that there is no such thing as syntactic change, and that all such change in fact takes place in the lexicon or in the phonological component. In this volume, international scholars examine these proposals, drawing on detailed case studies from Germanic, Romance, Chinese, Egyptian, Finnic, Hungarian, and Sámi. They aim to answer such questions as: Can syntactic change arise without an external impetus? How can we tell whether a given change is caused by information-structural or morphological factors? What can 'microsyntactic' investigations of changes in individual lexical items tell us about the bigger picture? How universal are the clausal and nominal templates ('cartography'), and to what extent is syntactic structure more generally subject to universal constraints? The book will be of interest to all linguists working on syntactic variation and change, and especially those who believe that historical linguistics and linguistic theory can, and should, inform one another.

A Grammar of Bjokapakha

Author : Selin Grollmann
Publisher : BRILL
ISBN 13 : 9004435239
Total Pages : 530 pages
Book Rating : 4.0/5 (44 download)

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Book Synopsis A Grammar of Bjokapakha by : Selin Grollmann

Download or read book A Grammar of Bjokapakha written by Selin Grollmann and published by BRILL. This book was released on 2020-07-20 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Grammar of Bjokapakha by Selin Grollmann constitutes the first description of Bjokapakha, an endangered language spoken in central Bhutan belonging to the Tshangla branch of Trans-Himalayan. This grammar comprises a description of the phonology, lexicon, nominal morphology, predicate structures and syntax. In addition to the descriptive parts, this book encompasses a historical-comparative account of Bjokapakha. The introductory chapter provides a comparison with the standard variety of Tshangla and corroborates the internal diversity of the Tshangla branch. The present-day structure of Bjokapakha verbal morphology is illuminated by means of an internal reconstruction. Moreover, this book contains a glossary and a text collection.

Deepfakes

Author : Nina Schick
Publisher : Twelve
ISBN 13 : 1538754312
Total Pages : 147 pages
Book Rating : 4.5/5 (387 download)

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Book Synopsis Deepfakes by : Nina Schick

Download or read book Deepfakes written by Nina Schick and published by Twelve. This book was released on 2020-08-25 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncover everything you need to know about "deepfakes" and what could become the biggest information and communications meltdown in world history. In a world of deepfakes, it will soon be impossible to tell what is real and what isn't. As advances in artificial intelligence, video creation, and online trolling continue, deepfakes pose not only a real threat to democracy -- they threaten to take voter manipulation to unprecedented new heights. This crisis of misinformation which we now face has since been dubbed the "Infocalypse." In DEEPFAKES, investigative journalist Nina Schick uses her expertise from working in the field to reveal shocking examples of deepfakery and explain the dangerous political consequences of the Infocalypse, both in terms of national security and what it means for public trust in politics. This all-too-timely book also unveils what this all means for us as individuals, how deepfakes will be used to intimidate and to silence, for revenge and fraud, and just how truly unprepared governments and tech companies are for what's coming.

What AI Can Do

Author : Manuel Cebral-Loureda
Publisher : CRC Press
ISBN 13 : 1000909034
Total Pages : 410 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis What AI Can Do by : Manuel Cebral-Loureda

Download or read book What AI Can Do written by Manuel Cebral-Loureda and published by CRC Press. This book was released on 2023-08-01 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: The philosopher Spinoza once asserted that no one knows what a body can do, conceiving an intrinsic bodily power with unknown limits. Similarly, we can ask ourselves about Artificial Intelligence (AI): To what extent is the development of intelligence limited by its technical and material substrate? In other words, what can AI do? The answer is analogous to Spinoza’s: Nobody knows the limit of AI. Critically considering this issue from philosophical, interdisciplinary, and engineering perspectives, respectively, this book assesses the scope and pertinence of AI technology and explores how it could bring about both a better and more unpredictable future. What AI Can Do highlights, at both the theoretical and practical levels, the cross-cutting relevance that AI is having on society, appealing to students of engineering, computer science, and philosophy, as well as all who hold a practical interest in the technology.

An Intuitive Exploration of Artificial Intelligence

Author : Simant Dube
Publisher : Springer Nature
ISBN 13 : 3030686248
Total Pages : 355 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis An Intuitive Exploration of Artificial Intelligence by : Simant Dube

Download or read book An Intuitive Exploration of Artificial Intelligence written by Simant Dube and published by Springer Nature. This book was released on 2021-06-21 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to unravel what is happening at the algorithmic level, to grasp how applications are being built and to show the long adventurous road in the future. An Intuitive Exploration of Artificial Intelligence offers insightful details on how AI works and solves problems in computer vision, natural language understanding, speech understanding, reinforcement learning and synthesis of new content. From the classic problem of recognizing cats and dogs, to building autonomous vehicles, to translating text into another language, to automatically converting speech into text and back to speech, to generating neural art, to playing games, and the author's own experience in building solutions in industry, this book is about explaining how exactly the myriad applications of AI flow out of its immense potential. The book is intended to serve as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, since the book provides a strong geometrical intuition about advanced mathematical foundations of AI, practitioners and researchers will equally benefit from the book.

Displacing Desire

Author : Beth E. Notar
Publisher : University of Hawaii Press
ISBN 13 : 0824862198
Total Pages : 209 pages
Book Rating : 4.8/5 (248 download)

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Book Synopsis Displacing Desire by : Beth E. Notar

Download or read book Displacing Desire written by Beth E. Notar and published by University of Hawaii Press. This book was released on 2006-10-31 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why do millions of people from around the world flock to Dali, a small borderland town in the Himalayan foothills of southwest China? "Lonely planeteers"— American, European, and Israeli backpackers named for the guidebook they carry—trek halfway across the globe to "get off the beaten track," yet converge here to drink coffee, eat banana pancakes, and share music from home. Coastal Chinese who are prospering in the phenomenal economic growth of China’s reform era travel thousands of miles to sing songs and dress up as their favorite characters from a revolutionary-era movie musical. Overseas Chinese from Southeast Asia as well as a new generation of mainland youth follow in the footsteps of heroes and villains from Hong Kong martial arts novels, seeking an experience of a Buddhist "wild, wild, West" at a martial arts theme park dubbed "Hollywood East," or "Daliwood." Inspired by representations in popular culture that engender fantasies of the exotic, these tourists, Western and Chinese, journey to Dali, Yunnan, in search of an imagined place where they can indulge their craving for authenticity, display their status in the present, and act out their nostalgia for the past. Based on more than a decade of ethnographic research, Beth Notar explores struggles over place as people in Dali attempt to represent their historical identity and define their future. Displacing Desire takes representation into the realm of practice to consider the ways in which those who are represented must contend with their image in popular culture and the material after-effects of representations even decades after their original production. It contributes to an exploration of travel as performance of nostalgia, fantasy, and status. More specifically it contributes to an understanding of the growth of consumer culture in China, examining what China’s modernization process and market economy mean for different social actors in their struggles over power and place.

Logics in Artificial Intelligence

Author : Wolfgang Faber
Publisher : Springer Nature
ISBN 13 : 3030757757
Total Pages : 462 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Logics in Artificial Intelligence by : Wolfgang Faber

Download or read book Logics in Artificial Intelligence written by Wolfgang Faber and published by Springer Nature. This book was released on 2021-05-12 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 17th European Conference on Logics in Artificial Intelligence, JELIA 2021, held as a virtual event, in May 2021. The 27 full papers and 3 short papers included in this volume were carefully reviewed and selected from 68 submissions. The accepted papers span a number of areas within Logics in AI, including: argumentation; belief revision; reasoning about actions, causality, and change; constraint satisfaction; description logics and ontological reasoning; non-classical logics; and logic programming (answer set programming).

Faith in the Age of AI

Author : Dan Scott
Publisher : Eleison Press
ISBN 13 :
Total Pages : 418 pages
Book Rating : 4./5 ( download)

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Book Synopsis Faith in the Age of AI by : Dan Scott

Download or read book Faith in the Age of AI written by Dan Scott and published by Eleison Press. This book was released on 2023-06-20 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine having lived in the generation that discovered fire. Very swiftly, current scientific advances will reorder our lives just as much. Artificial Intelligence, decoding the human genome, links between mind and computer... All these things once science fiction, are now quickly—and absolutely—becoming science fact. Could machines become sentient? Is "life" a computer simulation? Does science really have a genetic blueprint for all human life? Believers and unbelievers alike are easily unnerved by such questions. Interestingly though, early writers from many faiths and fields have already addressed these kinds of issues. From Plato to St. Paul, and Laozi to C.S. Lewis, they all have much to say about our "curiouser and curiouser" new world. In Faith in the Age of AI, pastor, priest, scholar, and counselor Dan Scott invites you to learn what these hallowed ancient voices have already said about faith in the age of Artificial Intelligence.

Artificial Intelligence, Mixed Reality, and the Redefinition of the Classroom

Author : Scott M. Martin
Publisher : Rowman & Littlefield
ISBN 13 : 1475847297
Total Pages : 192 pages
Book Rating : 4.4/5 (758 download)

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Book Synopsis Artificial Intelligence, Mixed Reality, and the Redefinition of the Classroom by : Scott M. Martin

Download or read book Artificial Intelligence, Mixed Reality, and the Redefinition of the Classroom written by Scott M. Martin and published by Rowman & Littlefield. This book was released on 2019-06-05 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence, Mixed Reality, and the Redefinition of the Classroom highlights new interpretations, understandings, and emerging technologies that radically remake traditional educational models, structures, and systems, and upend how faculty teach, and students learn. It explore new educational economic models that no longer depend on buildings to educate, and describes the growing applications of artificial intelligence, machine-learning algorithms in teaching and learning. This book also defines new approaches to personalize learning, including the use of artificial cognitive learning maps that mimic a learners’ biological learning map, that can also be applied to create a learner’s secure silhouette useful for truly personalized academic intervention recommendations. The emerging and maturing technological advances that allow these transformational opportunities may also upend the traditional educational institution: the familiar spaces, walls, and buildings, but also the delivery methods of knowledge, and the learner’s method of knowledge acquisition. Artificial Intelligence, Mixed Reality, and the Redefinition of the Classroom promises to inform the teacher, administrator, and board member to hopefully not just passively read about new and exciting innovations and tools available to improve the practice of education, but also to excite and inspire each to apply these innovations to better prepare our learners to succeed within this 4th Industrial Revolution.

Life in Deep Time

Author : J. William Schopf
Publisher : CRC Press
ISBN 13 : 0429762887
Total Pages : 351 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis Life in Deep Time by : J. William Schopf

Download or read book Life in Deep Time written by J. William Schopf and published by CRC Press. This book was released on 2018-11-05 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: When Darwin wrote his Origin of Species, one of his main concerns was with the perceived shortness of the fossil record of life. Until the work of J. William Schopf and his colleagues, much of this history was thought to be unknowable. This book, through a memoire of Schopf’s personal recollections, documents astonishing discoveries revealing the first 85% of the history of life. These earliest periods of life on Earth emerge as a tale of individual and internationally collaborative exploration told by a scholar whose 60 years of research contributed to the recognition of the richness and diversity which forms the foundation of today’s biodiversity. Key Features Documents, through personal narrative, a paradigm shift is the study of the earliest life Summarizes a fossil record largely unknown until relatively recently Addresses one of Darwin's most troubling concerns about his theory of natural selection Predicts future developments in the study of first life

Ways of Structure Building

Author : Myriam Uribe-Etxebarria
Publisher : Oxford University Press
ISBN 13 : 0191624284
Total Pages : pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis Ways of Structure Building by : Myriam Uribe-Etxebarria

Download or read book Ways of Structure Building written by Myriam Uribe-Etxebarria and published by Oxford University Press. This book was released on 2012-06-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume addresses some of the most important approaches to the following key questions in contemporary generative syntactic theory: What are the operations available for (syntactic) structure-building in natural languages? What are the triggers behind them? and Which constraints are involved in the operations? Internationally recognised scholars and young researchers propose new answers on the basis of detailed discussions of a wide range of phenomena (Gapping, Right-Node-Raising, Comparative Deletion, Across-The-Board movement, Tough-constructions, Nominalizations, Scope interactions, Wh-movement, A-movement, Case and Agreement relations, among others). Their discussions draw on evidence from a rich variety of languages, including Brazilian Portuguese, Bulgarian, Croatian, English, German, Icelandic, Japanese, Spanish, Vata, and Vietnamese. The proposals presented illustrate the shift in the locus of the explanation of linguistic phenomena that characterizes contemporary linguistic theory: a shift, in many cases, from a model which relies on properties of systems external to narrow syntax (such as the Lexicon or the Phonetic Form component) to one which relies on properties of the structure-building mechanisms themselves. The volume will interest researchers and students of theoretical linguistics from advanced undergraduate and above.

Distributed Computing and Artificial Intelligence

Author : Sigeru Omatu
Publisher : Springer Science & Business Media
ISBN 13 : 3319005510
Total Pages : 641 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Distributed Computing and Artificial Intelligence by : Sigeru Omatu

Download or read book Distributed Computing and Artificial Intelligence written by Sigeru Omatu and published by Springer Science & Business Media. This book was released on 2013-06-25 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Symposium on Distributed Computing and Artificial Intelligence 2013 (DCAI 2013) is a forum in which applications of innovative techniques for solving complex problems are presented. Artificial intelligence is changing our society. Its application in distributed environments, such as the internet, electronic commerce, environment monitoring, mobile communications, wireless devices, distributed computing, to mention only a few, is continuously increasing, becoming an element of high added value with social and economic potential, in industry, quality of life, and research. This conference is a stimulating and productive forum where the scientific community can work towards future cooperation in Distributed Computing and Artificial Intelligence areas. These technologies are changing constantly as a result of the large research and technical effort being undertaken in both universities and businesses. The exchange of ideas between scientists and technicians from both the academic and industry sector is essential to facilitate the development of systems that can meet the ever increasing demands of today's society. This edition of DCAI brings together past experience, current work, and promising future trends associated with distributed computing, artificial intelligence and their application in order to provide efficient solutions to real problems. This symposium is organized by the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/) of the University of Salamanca. The present edition was held in Salamanca, Spain, from 22nd to 24th May 2013.

Augmented Images

Author : Lars C. Grabbe
Publisher : Büchner-Verlag
ISBN 13 : 3963178590
Total Pages : 283 pages
Book Rating : 4.9/5 (631 download)

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Book Synopsis Augmented Images by : Lars C. Grabbe

Download or read book Augmented Images written by Lars C. Grabbe and published by Büchner-Verlag. This book was released on 2022-09-07 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Common boundaries between the physical reality and rising digital media technologies are fading. The age of hyper-reality becomes an age of hyper-aesthetics. Immersive media and image technologies – like augmented reality – enable a completely novel form of interaction and corporeal relation to and with the virtual image structures and the different screen technologies. »Augmented Images« contributes to the wide range of the hyper-aesthetic image discourse to connect the concept of dynamic augmented images with the approaches in modern media theory, philosophy, perceptual theory, aesthetics, computer graphics and art theory as well as the complex range of image science. This volume monitors and discusses the relation of images and technological evolution in the context of augmented reality within the perspective of an autonomous image science.

Grokking Artificial Intelligence Algorithms

Author : Rishal Hurbans
Publisher : Simon and Schuster
ISBN 13 : 1638355681
Total Pages : 392 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Grokking Artificial Intelligence Algorithms by : Rishal Hurbans

Download or read book Grokking Artificial Intelligence Algorithms written by Rishal Hurbans and published by Simon and Schuster. This book was released on 2020-07-20 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: "From start to finish, the best book to help you learn AI algorithms and recall why and how you use them." - Linda Ristevski, York Region District School Board ”This book takes an impossibly broad area of computer science and communicates what working developers need to understand in a clear and thorough way.” - David Jacobs, Product Advance Local Key Features Master the core algorithms of deep learning and AI Build an intuitive understanding of AI problems and solutions Written in simple language, with lots of illustrations and hands-on examples Creative coding exercises, including building a maze puzzle game and exploring drone optimization About The Book “Artificial intelligence” requires teaching a computer how to approach different types of problems in a systematic way. The core of AI is the algorithms that the system uses to do things like identifying objects in an image, interpreting the meaning of text, or looking for patterns in data to spot fraud and other anomalies. Mastering the core algorithms for search, image recognition, and other common tasks is essential to building good AI applications Grokking Artificial Intelligence Algorithms uses illustrations, exercises, and jargon-free explanations to teach fundamental AI concepts.You’ll explore coding challenges like detecting bank fraud, creating artistic masterpieces, and setting a self-driving car in motion. All you need is the algebra you remember from high school math class and beginning programming skills. What You Will Learn Use cases for different AI algorithms Intelligent search for decision making Biologically inspired algorithms Machine learning and neural networks Reinforcement learning to build a better robot This Book Is Written For For software developers with high school–level math skills. About the Author Rishal Hurbans is a technologist, startup and AI group founder, and international speaker. Table of Contents 1 Intuition of artificial intelligence 2 Search fundamentals 3 Intelligent search 4 Evolutionary algorithms 5 Advanced evolutionary approaches 6 Swarm intelligence: Ants 7 Swarm intelligence: Particles 8 Machine learning 9 Artificial neural networks 10 Reinforcement learning with Q-learning