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| superbots.ai review: Designing Bots Amir Shevat, 2017-05-17 From Facebook Messenger to Kik, and from Slack bots to Google Assistant, Amazon Alexa, and email bots, the new conversational apps are revolutionizing the way we interact with software. This practical guide shows you how to design and build great conversational experiences and delightful bots that help people be more productive, whether it’s for a new consumer service or an enterprise efficiency product. Ideal for designers, product managers, and entrepreneurs, this book explores what works and what doesn’t in real-world bot examples, and provides practical design patterns for your bot-building toolbox. You’ll learn how to use an effective onboarding process, outline different flows, define a bot personality, and choose the right balance of rich control and text. Explore different bot use-cases and design best practices Understand bot anatomy—such as brand and personality, conversations, advanced UI controls—and their associated design patterns Learn steps for building a Facebook Messenger consumer bot and a Slack business bot Explore the lessons learned and shared experiences of designers and entrepreneurs who have built bots Design and prototype your first bot, and experiment with user feedback |
| superbots.ai review: Brain-like Super Intelligence from Bio-electromagnetism Anirban Bandyopadhyay, Kanad Ray, 2024-03-07 This book discusses various aspects of bioinspired technologies but with an additional emphasis on the medical science, starting from the popular article on neurobiology to pure biophysics that ends with the superintelligence of biological systems that could be reverse engineered. It covers eight different aspects of natural intelligence, starting from the fundamental electromagnetic properties of a protein to the vibrations and the resonance of the entire biomaterial system. It also covers a wide spectrum of hierarchical communication among different biological systems for intelligence and then medical science is applied. |
| superbots.ai review: Explainable and Interpretable Models in Computer Vision and Machine Learning Hugo Jair Escalante, Sergio Escalera, Isabelle Guyon, Xavier Baró, Yağmur Güçlütürk, Umut Güçlü, Marcel van Gerven, 2018-11-29 This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning. Research progress in computer vision and pattern recognition has led to a variety of modeling techniques with almost human-like performance. Although these models have obtained astounding results, they are limited in their explainability and interpretability: what is the rationale behind the decision made? what in the model structure explains its functioning? Hence, while good performance is a critical required characteristic for learning machines, explainability and interpretability capabilities are needed to take learning machines to the next step to include them in decision support systems involving human supervision. This book, written by leading international researchers, addresses key topics of explainability and interpretability, including the following: · Evaluation and Generalization in Interpretable Machine Learning · Explanation Methods in Deep Learning · Learning Functional Causal Models with Generative Neural Networks · Learning Interpreatable Rules for Multi-Label Classification · Structuring Neural Networks for More Explainable Predictions · Generating Post Hoc Rationales of Deep Visual Classification Decisions · Ensembling Visual Explanations · Explainable Deep Driving by Visualizing Causal Attention · Interdisciplinary Perspective on Algorithmic Job Candidate Search · Multimodal Personality Trait Analysis for Explainable Modeling of Job Interview Decisions · Inherent Explainability Pattern Theory-based Video Event Interpretations |
| superbots.ai review: Artificial Psychology James A. Crowder, John Carbone, Shelli Friess, 2019-05-21 This book explores the subject of artificial psychology and how the field must adapt human neuro-psychological testing techniques to provide adequate cognitive testing of advanced artificial intelligence systems. It shows how classical testing methods will reveal nothing about the cognitive nature of the systems and whether they are learning, reasoning, and evolving correctly; for these systems, the authors outline how testing techniques similar to/adapted from human psychological testing must be adopted, particularly in understanding how the system reacts to failure or relearning something it has learned incorrectly or inferred incorrectly. The authors provide insights into future architectures/capabilities that artificial cognitive systems will possess and how we can evaluate how well they are functioning. It discusses at length the notion of human/AI communication and collaboration and explores such topics as knowledge development, knowledge modeling and ambiguity management, artificial cognition and self-evolution of learning, artificial brain components and cognitive architecture, and artificial psychological modeling. Explores the concepts of Artificial Psychology and Artificial Neuroscience as applied to advanced artificially cognitive systems; Provides insight into the world of cognitive architectures and biologically-based computing designs which will mimic human brain functionality in artificial intelligent systems of the future; Provides description and design of artificial psychological modeling to provide insight into how advanced artificial intelligent systems are learning and evolving; Explores artificial reasoning and inference architectures and the types of modeling and testing that will be required to trust an autonomous artificial intelligent systems. |
| superbots.ai review: Doug Unplugged Dan Yaccarino, 2016-03-08 **Check out the Doug Unplugs animated series on Apple TV!** It's easy being a robot, if you play by all the rules—but when Doug gets curious, he decides to unplug and forge his own path. And he discovers a whole world of what's possible. Doug is a robot. His parents want him to be smart, so each morning they plug him in and start the information download. After a morning spent learning facts about the city, Doug suspects he could learn even more about the city by going outside and exploring it. And so Doug . . . unplugs. What follows is an exciting day of adventure and discovery. Doug learns amazing things by doing and seeing and touching and listening—and above all, by interacting with a new friend. Dan Yaccarino's funny story of robot rebellion is a great reminder that sometimes the best way to learn about the world is to go out and be in it. Praise for Doug Unplugged: A gentle robotic rebellion. —USA Today A sweet tale . . . Yaccarino [is] especially good at slipping in the small, nourishing details that are savored upon repeated readings. —The New York Times |
| superbots.ai review: The Science of Superheroes Lois H. Gresh, Robert Weinberg, 2007-08-15 The truth about superpowers . . . science fact or science fiction? Superman, Batman, The X-Men, Flash, Spider Man . . . they protect us from evildoers, defend truth and justice, and, occasionally, save our planet from certain doom. Yet, how much do we understand about their powers? In this engaging yet serious work, Lois Gresh and Robert Weinberg attempt to answer that question once and for all. From X-ray vision to psychokinesis, invisibility to lightspeed locomotion, they take a hard, scientific look at the powers possessed by all of our most revered superheroes, and a few of the lesser ones, in an attempt to sort fact from fantasy. In the process, they unearth some shocking truths that will unsettle, alarm, and even terrify all but the most fiendish of supervillains. |
| superbots.ai review: Artificial Intelligence Stuart Jonathan Russell, Peter Norvig, 2013-07-31 In this third edition, the authors have updated the treatment of all major areas. A new organizing principle--the representational dimension of atomic, factored, and structured models--has been added. Significant new material has been provided in areas such as partially observable search, contingency planning, hierarchical planning, relational and first-order probability models, regularization and loss functions in machine learning, kernel methods, Web search engines, information extraction, and learning in vision and robotics. The book also includes hundreds of new exercises. |
| superbots.ai review: Robotics in STEM Education Myint Swe Khine, 2017-07-10 This book describes recent approaches in advancing STEM education with the use of robotics, innovative methods in integrating robotics in school subjects, engaging and stimulating students with robotics in classroom-based and out-of-school activities, and new ways of using robotics as an educational tool to provide diverse learning experiences. It addresses issues and challenges in generating enthusiasm among students and revamping curricula to provide application focused and hands-on approaches in learning . The book also provides effective strategies and emerging trends in using robotics, designing learning activities and how robotics impacts the students’ interests and achievements in STEM related subjects. The frontiers of education are progressing very rapidly. This volume brought together a collection of projects and ideas which help us keep track of where the frontiers are moving. This book ticks lots of contemporary boxes: STEM, robotics, coding, and computational thinking among them. Most educators interested in the STEM phenomena will find many ideas in this book which challenge, provide evidence and suggest solutions related to both pedagogy and content. Regular reference to 21st Century skills, achieved through active collaborative learning in authentic contexts, ensures the enduring usefulness of this volume. John Williams Professor of Education and Director of the STEM Education Research Group Curtin University, Perth, Australia |
| superbots.ai review: Ambient Intelligence Werner Weber, Jan Rabaey, Emile H.L. Aarts, 2005-03-04 Ambient intelligence is the vision of a technology that will become invisibly embedded in our natural surroundings, present whenever we need it, enabled by simple and effortless interactions, attuned to all our senses, adaptive to users and context-sensitive, and autonomous. High-quality information access and personalized content must be available to everybody, anywhere, and at any time. This book addresses ambient intelligence used to support human contacts and accompany an individual's path through the complicated modern world. From the technical standpoint, distributed electronic intelligence is addressed as hardware vanishing into the background. Devices used for ambient intelligence are small, low-power, low weight, and (very importantly) low-cost; they collaborate or interact with each other; and they are redundant and error-tolerant. This means that the failure of one device will not cause failure of the whole system. Since wired connections often do not exist, radio methods will play an important role for data transfer. This book addresses various aspects of ambient intelligence, from applications that are imminent since they use essentially existing technologies, to ambitious ideas whose realization is still far away, due to major unsolved technical challenges. |
| superbots.ai review: Superman: The Man of Steel Vol. 5 John Byrne, Marv Wolfman, 2006-11-28 The fifth collection of Superman tales from the 1980s, featuring ADVENTURES OF SUPERMAN #432-435, ACTION COMICS #592-593 and SUPERMAN #9-10! Superman encounters the new hero Gangbuster, faces the menace of the Joker, teams up with Mister Miracle and Big Barda, and inadvertently becomes Metropolis's greatest menace! |
| superbots.ai review: Computers Of Star Trek Lois H. Gresh, Robert E. Weinberg, 2001-05-28 1. Footsteps into the Future -- 2. A Twenty-Fourth-Century Mainframe -- 3. Security -- 4. Navigation and Battle -- 5. Artificial Intelligence -- 6. Data -- 7. The Holodeck -- 8. Missing Bits. |
| superbots.ai review: Anime complejo Antonio Loriguillo-López, 2025-01-20 El “anime” es uno de los productos más populares del entretenimiento audiovisual global. Reconocible para sucesivas generaciones de espectadores de todo el mundo por el encanto del diseño de sus personajes y por la animación sencilla, el “anime” llega a la segunda década del nuevo milenio como uno de los embajadores de la cultura japonesa, un bien de consumo manufacturado por uno de los núcleos de producción de cultura de masas más importantes del planeta. Pero ¿se trata de un arte formulaico, exento de sofisticación narrativa? Este libro propone un acercamiento a la narración compleja en el “anime”, un rasgo clave en su construcción como identidad cultural a través de series como ‘Evangelion’ o películas como ‘Ghost in the Shell’. ¿Es esta complejidad narrativa la reacción de los productores ante la amenaza de la interactividad de los videojuegos?, ¿obedece a una estrategia que se sirve de la experimentación narrativa en la era de la multipantalla para centrarse en sus múltiples nichos de mercado? o ¿se trata de la hibridación definitiva de modos narrativos anteriormente opuestos: clasicismo frente a arte y ensayo? A través de la poética histórica de los modos de narración y las herramientas de análisis fílmico de la narratología se propone una cronología del “anime” complejo y se constata que sus títulos son hitos clave para el asentamiento de otro tipo de narración en el audiovisual comercial global. |
| superbots.ai review: Shinto Thomas P. Kasulis, 2004-08-31 Scholarly studies on Shinto usually focus only on one of its dimensions: Shinto as a 'nature religion', an 'imperial state religion', a 'primal religion', or a 'folk amalgam of practices and beliefs'. Thomas Kasulis explains how these different aspects interrelate. |
| superbots.ai review: Hands-On Chatbots and Conversational UI Development Srini Janarthanam, 2017-12-29 Build over 8 chatbots and conversational user interfaces with leading tools such as Chatfuel, Dialogflow, Microsoft Bot Framework, Twilio, Alexa Skills, and Google Actions and deploying them on channels like Facebook Messenger, Amazon Alexa and Google Home About This Book Understand the different use cases of Conversational UIs with this project-based guide Build feature-rich Chatbots and deploy them on multiple platforms Get real-world examples of voice-enabled UIs for personal and home assistance Who This Book Is For This book is for developers who are interested in creating interactive conversational UIs/Chatbots. A basic understanding of JavaScript and web APIs is required. What You Will Learn Design the flow of conversation between the user and the chatbot Create Task model chatbots for implementing tasks such as ordering food Get new toolkits and services in the chatbot ecosystem Integrate third-party information APIs to build interesting chatbots Find out how to deploy chatbots on messaging platforms Build a chatbot using MS Bot Framework See how to tweet, listen to tweets, and respond using a chatbot on Twitter Publish chatbots on Google Assistant and Amazon Alexa In Detail Conversation as an interface is the best way for machines to interact with us using the universally accepted human tool that is language. Chatbots and voice user interfaces are two flavors of conversational UIs. Chatbots are real-time, data-driven answer engines that talk in natural language and are context-aware. Voice user interfaces are driven by voice and can understand and respond to users using speech. This book covers both types of conversational UIs by leveraging APIs from multiple platforms. We'll take a project-based approach to understand how these UIs are built and the best use cases for deploying them. We'll start by building a simple messaging bot from the Facebook Messenger API to understand the basics of bot building. Then we move on to creating a Task model that can perform complex tasks such as ordering and planning events with the newly-acquired-by-Google Dialogflow and Microsoft Bot framework. We then turn to voice-enabled UIs that are capable of interacting with users using speech with Amazon Alexa and Google Home. By the end of the book, you will have created your own line of chatbots and voice UIs for multiple leading platforms. Style and approach This is a practical book, where each chapter focuses on a chatbot project. The chapters take a step-by-step approach to help you build intelligent chatbots that act as personal assistants. |
| superbots.ai review: Superman/Batman (2003-2011) #53 Mike Johnson, Michael Green, 2011-03-09 Superman's powers leap into the body of The Dark Knight! Now Batman contains the incredible abilities of a Kryptonian while The Man of Steel stands powerless. How will they adjust physically and psychologically to these bizarre changes? Part 1 of the 4-part 'Super/Bat'! |
| superbots.ai review: Software Engineering at Google Titus Winters, Tom Manshreck, Hyrum Wright, 2020-02-28 Today, software engineers need to know not only how to program effectively but also how to develop proper engineering practices to make their codebase sustainable and healthy. This book emphasizes this difference between programming and software engineering. How can software engineers manage a living codebase that evolves and responds to changing requirements and demands over the length of its life? Based on their experience at Google, software engineers Titus Winters and Hyrum Wright, along with technical writer Tom Manshreck, present a candid and insightful look at how some of the worldâ??s leading practitioners construct and maintain software. This book covers Googleâ??s unique engineering culture, processes, and tools and how these aspects contribute to the effectiveness of an engineering organization. Youâ??ll explore three fundamental principles that software organizations should keep in mind when designing, architecting, writing, and maintaining code: How time affects the sustainability of software and how to make your code resilient over time How scale affects the viability of software practices within an engineering organization What trade-offs a typical engineer needs to make when evaluating design and development decisions |
| superbots.ai review: Data Science from Scratch Joel Grus, 2015-04-14 This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. The book covers: The important parts of Python to know The important parts of Math / Probability / Statistics to know The basics of data science How commonly-used data science techniques work (learning by implementing them) What is Map-Reduce and how to do it in Python Other applications such as NLP, Network Analysis, and more. |
| superbots.ai review: Advances in Manufacturing, Production Management and Process Control Waldemar Karwowski, Stefan Trzcielinski, Beata Mrugalska, 2019-06-06 This book discusses the latest advances in manufacturing and process control, with a special emphasis on digital manufacturing and intelligent technologies for manufacturing and industrial processes control. The human aspect of the developed technologies and products, their interaction with the users, as well as sustainability issues, are covered in detail. Development of new products using rapid prototyping systems, remote fabrication, and other advanced techniques, is described in detail, highlighting the state-of-the-art and current challenges. Based on both the AHFE 2019 International Conference on Human Aspects of Advanced Manufacturing, and the AHFE 2019 International Conference on Advanced Production Management and Process Control, held on July 24-28, 2019, in Washington D.C., USA, this book also highlight important strategies for managing enterprise of the future. |
| superbots.ai review: Machines of Loving Grace John Markoff, 2016-08-16 As robots are increasingly integrated into modern society—on the battlefield and the road, in business, education, and health—Pulitzer-Prize-winning New York Times science writer John Markoff searches for an answer to one of the most important questions of our age: will these machines help us, or will they replace us? In the past decade alone, Google introduced us to driverless cars, Apple debuted a personal assistant that we keep in our pockets, and an Internet of Things connected the smaller tasks of everyday life to the farthest reaches of the internet. There is little doubt that robots are now an integral part of society, and cheap sensors and powerful computers will ensure that, in the coming years, these robots will soon act on their own. This new era offers the promise of immense computing power, but it also reframes a question first raised more than half a century ago, at the birth of the intelligent machine: Will we control these systems, or will they control us? In Machines of Loving Grace, New York Times reporter John Markoff, the first reporter to cover the World Wide Web, offers a sweeping history of the complicated and evolving relationship between humans and computers. Over the recent years, the pace of technological change has accelerated dramatically, reintroducing this difficult ethical quandary with newer and far weightier consequences. As Markoff chronicles the history of automation, from the birth of the artificial intelligence and intelligence augmentation communities in the 1950s, to the modern day brain trusts at Google and Apple in Silicon Valley, and on to the expanding tech corridor between Boston and New York, he traces the different ways developers have addressed this fundamental problem and urges them to carefully consider the consequences of their work. We are on the verge of a technological revolution, Markoff argues, and robots will profoundly transform the way our lives are organized. Developers must now draw a bright line between what is human and what is machine, or risk upsetting the delicate balance between them. |
| superbots.ai review: The World Set Free H. G. Wells, 2023-03-01 In this chilling science fiction novel by H.G. Wells, rich and powerful men wage the ultimate war to end all wars. Published in 1914, The World Set Free was ahead of its time, telling the story of how newly-acquired nuclear weapons led to warfare between nations. In the book, Wells explores how social and moral dilemmas can result in self-destruction and chaos before eventually leading to solutions that create a unique utopia. Even today, this classic novel speaks to the challenges society faces due to the rise of science and technology. ABOUT THE SERIES: The Arcturus Classics series brings together high-quality paperback editions of classics works, presented with contemporary graphic cover designs. Together they make a wonderful collection which is perfect for any home library. |
| superbots.ai review: Nanomachines Joseph Wang, 2013-06-04 Nanomachines represent one of the most fascinating topics in of nanotechnology. These tiny devices provide diverse opportunities towards a wide range of important applications, ranging from targeted delivery of drug payloads to environmental remediation. This book addresses comprehensively the latest developments and discoveries in the field of nano- and microscale machines. It covers the evolution of nanomachines in general from a historical perspective, the fundamental challenges for motion at the nanoscale, different categories of biological and synthetic nano/microscale motors based on different propulsion mechanisms, ways for controlling the movement directionality and regulated speed, followed by detailed of major areas for which nanomachines has the potential to make a transformational impact. It ends with a futuristic look at nano/microscale machines and into their impact on the society. Key Features: * The only nanomachine introductory textbook currently available. * Written with college graduate level in mind to appeal to a broad interdisciplinary audience. * Covers the fundamental challenges for nanoscale motion. * Covers the latest advances in the design and operaton of a wide range of small-scale machines. * Covers diverse biomedical, environmental and technological applications of nanomachines. * Written in review format with cited articles to cover latest research and developments. |
| superbots.ai review: Environmental Aspects of Textile Dyeing R M Christie, 2007-05-11 Textile dyes enhance our environment, bringing colour into our lives. The current range of dyes have been developed to withstand environmental effects, such as degradation by exposure to light and water. However, the industry involved with the application of dyes to textiles has a responsibility to ensure that potential for harm to the environment, for example through residues in waste-streams, and to the consumer is minimised. Written by an international team of contributors, this collection reviews current legislation and key technologies which make textile dyeing more efficient and environmentally friendly.The book begins by detailing European and US legislation relating to textile dyeing. Further chapters cover toxicology, environmentally responsible application of dyes and supercritical fluid textile dyeing. The book concludes with chapters on the reduction of pollution and minimisation of waste, the re-use of spent dyebath, chemical treatment of dye effluent and biotechnological treatment of dye effluent.Environmental aspects of textile dyeing is a standard reference source for manufacturers concerned with developing a sustainable industry. - Crucial guide to minimising harmful effects on environment and the consumer - Reviews current technologies and European and US legislation - Essential for all textile manufacturers |
| superbots.ai review: Hybrid Metaheuristics El-ghazali Talbi, 2012-07-31 The main goal of this book is to provide a state of the art of hybrid metaheuristics. The book provides a complete background that enables readers to design and implement hybrid metaheuristics to solve complex optimization problems (continuous/discrete, mono-objective/multi-objective, optimization under uncertainty) in a diverse range of application domains. Readers learn to solve large scale problems quickly and efficiently combining metaheuristics with complementary metaheuristics, mathematical programming, constraint programming and machine learning. Numerous real-world examples of problems and solutions demonstrate how hybrid metaheuristics are applied in such fields as networks, logistics and transportation, bio-medical, engineering design, scheduling. |
| superbots.ai review: Guidelines for designing user interface software Sidney L. Smith, Jane N. Mosier, 1986 |
| superbots.ai review: World's Finest Dave Gibbons, Karl Kesel, Steve Oliff, 2012-08-14 When the Joker and Lex Luthor team up and trade cities, the Man and Steel and the Dark Knight Detective must follow suit—with Superman heading into Gotham City and Batman becoming the defender of Metropolis! |
| superbots.ai review: Gurps Illuminati University Walter Milliken, 2018-11-21 Admit it. College would have been more fun if you were allowed to blow up the instructors. And you really would have liked to major in Military Biology, Anti-Social Sciences, Double-Entendre Bookkeeping, or Computer Wizardry. Too bad you didn't know about IOU. Illuminati University is THE best place to learn Things Man Was Not Meant To Know. With departments like Weird and Unusual Science and Engineering, Inapplicable Mathematics, Misanthropology, and Zen Surrealism . . . not to mention extracurricular activities like Democrats for Cthulhu, Moopsball, and food fights that set off nuclear alerts . . . this is college as it should have been. And gadgets? Everything from the Crockpot of the Gods to the Enigmatic Alien Device Button-Pushing Table. Illustrated by the one and only (two and only?) Phil and Kaja Foglio, this book supports three different campaign styles . . . Silly, Weird, and Darkly Illuminated. GURPS IOU takes you from creating a character to enrolling in classes, to study, finals, and the occasional academic blood feud, all the way to graduation. If you survive. |
| superbots.ai review: The Devil's Auction Robert Weibberg, 1990 After her father is murdered for his invitation to a supernatural auction, Valerie Lancaster and her father's friend, Alex Warner, go in hopes of finding his killer and preventing Valerie's own murder |
| superbots.ai review: The Twilight Companion Lois H. Gresh, 2011-02-28 The Twilight series by Stephenie Meyer follows an unlikely couple: Bella, a gawky teenager, and her boyfriend, Edward, a vampire who has sworn off human blood. Seductive and compelling, the four-book series has become a worldwide phenomenon. With legends and lore about vampires and werewolves, insight into the lives and loves of the characters and loads of exlusive facts and quizzes, this guide is a must-have for fans of the Twilight series. This book has not been authorized or endorsed by Stephanie Meyer, Little, Brown and Company, or anyone involved in the Twilight movie. |
| superbots.ai review: Hulk , 2011-02-09 Chronicling the final days of the Green Goliath! Peter David and Dale Keown, creative team on some of the Hulk's most memorable tales, reunite to produce this searing vision of the future in which Bruce Banner, the Incredible Hulk, is the last man on Earth. It's the Hulk's final battle, as The Last Titan wrestles his inner-demons in order to discover his place in a dying world - if only he can survive! Plus: The testing of the first Gamma Bomb thrust upon Robert Bruce Banner that which he would come to believe would be his greatest nightmare: his unwilling transformation into the Incredible Hulk. He believed wrong. Now, having been dragged into the future - into a post-holocaust, dystopian world - Bruce Banner discovers that his nightmare has a whole new name: the Maestro. This is a nightmare that only Hulk can end. For he knows that he himself is responsible for the presence of the evil Maestro. COLLECTING: Incredible Hulk: The End; Incredible Hulk: Future Imperfect #1-2 |
| superbots.ai review: Design Ethnography Sarah Pink, Vaike Fors, Dèbora Lanzeni, Melisa Duque, Yolande Strengers, Shanti Sumartojo, 2022 This book advances the practice and theory of design ethnography. It presents a methodologically adventurous and conceptually robust approach to interventional and ethical research design, practice, and engagement. The authors, specialising in design ethnography across the fields of anthropology, sociology, human geography, pedagogy, and design research, draw on their extensive international experience of collaborating with engineers, designers, creative practitioners, and specialists from other fields. They call for, and demonstrate the benefits of, ethnographic and conceptual attention to design as part of our personal and public everyday lives, society, institutions, and activism. Design Ethnography is essential reading for researchers, scholars and students seeking to reshape the way we research, live, and design ethically and responsibly into yet unknown futures-- |
| superbots.ai review: 40 Algorithms Every Programmer Should Know Imran Ahmad, 2020-06-12 Learn algorithms for solving classic computer science problems with this concise guide covering everything from fundamental algorithms, such as sorting and searching, to modern algorithms used in machine learning and cryptography Key Features Learn the techniques you need to know to design algorithms for solving complex problems Become familiar with neural networks and deep learning techniques Explore different types of algorithms and choose the right data structures for their optimal implementation Book Description Algorithms have always played an important role in both the science and practice of computing. Beyond traditional computing, the ability to use algorithms to solve real-world problems is an important skill that any developer or programmer must have. This book will help you not only to develop the skills to select and use an algorithm to solve real-world problems but also to understand how it works. You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, such as searching and sorting, with the help of practical examples. As you advance to a more complex set of algorithms, you'll learn about linear programming, page ranking, and graphs, and even work with machine learning algorithms, understanding the math and logic behind them. Further on, case studies such as weather prediction, tweet clustering, and movie recommendation engines will show you how to apply these algorithms optimally. Finally, you'll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks. By the end of this book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms. What you will learn Explore existing data structures and algorithms found in Python libraries Implement graph algorithms for fraud detection using network analysis Work with machine learning algorithms to cluster similar tweets and process Twitter data in real time Predict the weather using supervised learning algorithms Use neural networks for object detection Create a recommendation engine that suggests relevant movies to subscribers Implement foolproof security using symmetric and asymmetric encryption on Google Cloud Platform (GCP) Who this book is for This book is for the serious programmer! Whether you are an experienced programmer looking to gain a deeper understanding of the math behind the algorithms or have limited programming or data science knowledge and want to learn more about how you can take advantage of these battle-tested algorithms to improve the way you design and write code, you'll find this book useful. Experience with Python programming is a must, although knowledge of data science is helpful but not necessary. |
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