Verleger: 16
Mary-Jo Diepeveen
The artificial intelligence (AI) capabilities in Power BI enable organizations to quickly and easily gain more intelligent insights from unstructured and structured data.This book will teach you how to make use of the many AI features available today in Power BI to quickly and easily enrich your data and gain better insights into patterns that can be found in your data.You’ll begin by understanding the benefits of AI and how it can be used in Power BI. Next, you’ll focus on exploring and preparing your data for building AI projects and then progress to using prominent AI features already available in Power BI, such as forecasting, anomaly detection, and Q&A. Later chapters will show you how to apply text analytics and computer vision within Power BI reports. This will help you create your own Q&A functionality in Power BI, which allows you to ask FAQs from another knowledge base and then integrate it with PowerApps. Toward the concluding chapters, you’ll be able to create and deploy AutoML models trained in Azure ML and consume them in Power Query Editor. After your models have been trained, you’ll work through principles such as privacy, fairness, and transparency to use AI responsibly.By the end of this book, you’ll have learned when and how to enrich your data with AI using the out-of-the-box AI capabilities in Power BI.
Prateek Joshi
Artificial Intelligence is becoming increasingly relevant in the modern world. By harnessing the power of algorithms, you can create apps which intelligently interact with the world around you, building intelligent recommender systems, automatic speech recognition systems and more.Starting with AI basics you'll move on to learn how to develop building blocks using data mining techniques. Discover how to make informed decisions about which algorithms to use, and how to apply them to real-world scenarios. This practical book covers a range of topics including predictive analytics and deep learning.
Ritesh Kumar, Ben Auffarth
Artificial intelligence (AI) plays an integral role in automating problem-solving. This involves predicting and classifying data and training agents to execute tasks successfully. This book will teach you how to solve complex problems with the help of independent and insightful recipes ranging from the essentials to advanced methods that have just come out of research.Artificial Intelligence with Python Cookbook starts by showing you how to set up your Python environment and taking you through the fundamentals of data exploration. Moving ahead, you’ll be able to implement heuristic search techniques and genetic algorithms. In addition to this, you'll apply probabilistic models, constraint optimization, and reinforcement learning. As you advance through the book, you'll build deep learning models for text, images, video, and audio, and then delve into algorithmic bias, style transfer, music generation, and AI use cases in the healthcare and insurance industries. Throughout the book, you’ll learn about a variety of tools for problem-solving and gain the knowledge needed to effectively approach complex problems.By the end of this book on AI, you will have the skills you need to write AI and machine learning algorithms, test them, and deploy them for production.
Alberto Artasanchez, Prateek Joshi
Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your own applications.This edition also includes seven new chapters on more advanced concepts of Artificial Intelligence, including fundamental use cases of AI; machine learning data pipelines; feature selection and feature engineering; AI on the cloud; the basics of chatbots; RNNs and DL models; and AI and Big Data.Finally, this new edition explores various real-world scenarios and teaches you how to apply relevant AI algorithms to a wide swath of problems, starting with the most basic AI concepts and progressively building from there to solve more difficult challenges so that by the end, you will have gained a solid understanding of, and when best to use, these many artificial intelligence techniques.
Álvaro Morena Alberola, Gonzalo Molina Gallego, Unai...
Artificial Vision and Language Processing for Robotics begins by discussing the theory behind robots. You'll compare different methods used to work with robots and explore computer vision, its algorithms, and limits. You'll then learn how to control the robot with natural language processing commands. You'll study Word2Vec and GloVe embedding techniques, non-numeric data, recurrent neural network (RNNs), and their advanced models. You'll create a simple Word2Vec model with Keras, as well as build a convolutional neural network (CNN) and improve it with data augmentation and transfer learning. You'll study the ROS and build a conversational agent to manage your robot. You'll also integrate your agent with the ROS and convert an image to text and text to speech. You'll learn to build an object recognition system using a video.By the end of this book, you'll have the skills you need to build a functional application that can integrate with a ROS to extract useful information about your environment.
Vincas Kudirka
Vincas Kudirka Laisvos valandos Artojaus skundas O, sielvartli mano didžiausias! Tai aš apleistas ant margo svieto! Tiek turiu kęsti vargo taip kieto, Lyg už visus aš bčiau kalčiausias! Pats anksti klęs pjaut einu pievas, Pats taisau žagrę, pats ir akju, Prakaitą savo prie darbo lieju Taip ve, kaip žmogui paliep Dievas. O vienok žem taip menkai dera, Kad ne už darbą man negrąžina, Ir kiekviens trisas susigaišina, Rodos, Dievs dav ranką negerą. Man vargingiausia jau... Vincas Kudirka Ur. 31 grudnia 1858 r. w Pojeziorach, powiat Wyłkowyski Zm. 16 listopada 1899 r. w Nowym Mieście (lt. Naumiestis) Najważniejsze dzieła: tłumaczenia: Dziewica Orleańska oraz Vilius Telis F.Schillera, III cz. Dziadów A.Mickiewicza, i in., poezja: zbiór Laisvos valandos (Wolne godziny), satyry, publicystyka: publikował je w specjalnym dziale gazety Varpas (Dzwon) pt. Tvyns varpai (Dzwony Ojczyzny), dzieła folklorystyczne: zbiór pieśni ludowych Kankls. Lekarz, litewski epik, poeta, publicysta, krytyk, tłumacz, redaktor gazety Varpas, jeden z ideologów ruchu narodowego, autor tekstu hymnu litewskiego. Vincas Kudirka naukę pobierał w szkole początkowej w Pojeziorach, później w gimnazjum w Mariampolu. Zdolny do nauki, miłośnik sztuki, tańca, kultury polskiej. Po ukończeniu sześciu klas zmuszony przez ojca wstąpił do Sejneńskiego Seminarium Duchownego. Stamtąd jednak po dwóch latach został usunięty z powodu braku powołania. Ukończywszy gimnazjum na srebrny medal przyszły działacz udał się na studia do Warszawy. Tam przez rok naukę pobierał na Wydziale Filologiczno-Historycznym Uniwersytetu Warszawskiego, później przeszedł na Wydział Medycyny. Na życie zarabiał udzielając prywatnych lekcji oraz przepisując rękopisy. Brał czynny udział w działalności Partii Proletariackiej. W 1888 r. założył nielegalne Towarzystwo Litewskich Studentów w Warszawie pt. Lietuva. Od 1889 r. towarzystwo owo wydaje gazetę Varpas, którego redaktorem był sam V. Kudirka oraz w którym prowadził rubrykę Tvyns varpai. Po roku z inicjatywy V. Kudirki zaczęto wydawać gazetę chłopską kininkas (Rolnik). W 1895 r. V. Kudirka został oskarżony i zatrzymany za działalność litewską. Mimo iż szybko odzyskał wolność, coraz wyraźniej dawał się we znaki gorszy stan zdrowia. W tym samym roku poeta wyjechał do Sewastopolu. W 1896 r. wraca na ojczyznę. Kupując książkę wspierasz fundację Nowoczesna Polska, która propaguje ideę wolnej kultury. Wolne Lektury to biblioteka internetowa, rozwijana pod patronatem Ministerstwa Edukacji Narodowej. W jej zbiorach znajduje się kilka tysięcy utworów, w tym wiele lektur szkolnych zalecanych do użytku przez MEN, które trafiły już do domeny publicznej. Wszystkie dzieła są odpowiednio opracowane - opatrzone przypisami oraz motywami.
Eugene Sue
Około środka roku 1537, gazeta jednego z departamentów południowaj Francji opisała tragiczną śmierć kobiety, mężczyzny i dziecięcia. Niedokładnie objaśniona, gazeta umieściła kilka odmiennych opisów tego nieszczęsnego wypadku, kolejno przypisywanego nierozwadze, samobójstwu i zemście; lecz za wmieszaniem się potężnej rodziny, której mocno szło o przytłumienie rozgłosu o tym opłakanym wypadku, dziennik wspomniony odwołał przytoczone wydarzenia, mieniąc je być bajką, o której nie za długo zapomniano. Autor, winien był jednakże pewnym wypadkom, iż uwiadomiony został o prawdziwych szczegółach owej tragedii, która służy zarazem za wstęp i rozwiązanie tej oto książki. Osoba Artura nie jest więc urojeniem jego charakter wynalazkiem pisarza, główne wypadki jego życia są opowiedziane prostodusznie, wszystkie prawie ich szczegóły są prawdziwe z wprowadzenia autora. Książka w dwóch wersjach językowych: polskiej i francuskiej. Version bilingue: polonaise et français.
Artwork in Integrated Marketing Communications. Eyetracking Studies
Jacek Sztuka
In considering the relationship of the artwork to integrated marketing communications, it is worth addressing the hard-to-grasp concept of art itself and the work of art associated with it. Seeking answers to the fundamental question of the role of art and its creations in visual marketing communications, we must be aware of what an artwork is and how to distinguish it from other visual communications used in today's advertising and marketing. The fundamental problem of the research was to compare the ways of looking at authentic works of art as seen in the marketing space. Several works of artists, such as Leonardo da Vinci, Piet Mondrian, Rafael Santi, Vincent van Gogh and Salvador Dali that have been recognized over the centuries as unquestionably outstanding, impressive in both craftsmanship and depth of artistic expression, have been selected for the analysis. First two chapters of the work are an attempt to grasp the concept of an artwork and its meaning for the artist and the recipients, and at the same time - we are exposed to the difficulty of formulating a proper definition of an artwork. Then, in chapter three, a brief history of some of the greatest works of previously mentioned artists is presented. The following chapters are a considerations weather an artist's work, born of their "creative love", could be exhibited as a "product for sale", and if not too often great artifacts were able to become an object of trade only after the death of their authors. Chapter six exposes the ethical dilemmas regarding putting the images of the greatest masterpieces on promotional tools, a phenomenon which occurs also in the most famous museums in the world. The discussed integrated marketing communications in chapter seven make an introduction for consideration of the benefits of reproducing famous artworks onto advertising gadgets in chapter eight. Chapter nine is an in-depth analysis of the results of the eyetracking study conducted, and consists pictures of original artworks, as well as their reproductions on various items, and the way they were perceived by the eyetracking study respondents. The purpose of the study was to test the following theses: Does the power of an artwork viewed on a museum wall continue in its reproductions on promotional items, i.e. for example, on so-called advertising gadgets? Does the emotional impact of the image presented on the promotional materials still persist causing attention to be focused, or does audience's attention dissipate? If so, to what extent does it dissipate and what determines it?