“…This book seeks to find common regularities among these apparently disparate phenomena. It covers most of the achievements reached in the sciences in recent decades that have been given new impetus by the mutual influences of art and science related to symmetry (or the lack of it). …”

“…You'll learn to select IoT devices; real-time operating systems; IoT Edge covering Edge location, software, and hardware; and the best IoT connectivity for your IoT solution. …”

“…The manuscript 9/1784 of the Library of the Real Academia de la Historia (Royal Academy of History), known as Registro de Cortes or Libro de Cortes (Registry of Parliament/Book of Parliament), contains a collection of simple copies made by the court scribes and lawyers of the Castilian Cortes (Parliament) at the beginning of the 16th century, in which numerous documents for internal use from the time of John II of Castile, Henry IV of Castile and the Catholic Monarchs were collected. Its time span covers the period between 1425 and 1502. The Registry’s texts allow us to understand the operation of the parliamentary institution in numerous matters that are not included in the ordenamientos (ordinances) and the cuadernos de peticiones (notebooks of petitions) published by the Academy itself in the mid-19th century. …”

“…Provides insights into the theory, algorithms, implementation, and application of deep-learning techniques for medical images such as transfer learning using pretrained CNNs, series networks, directed acyclic graph networks, lightweight CNN models, deep feature extraction, and conventional machine learning approaches for feature selection, feature dimensionality reduction, and classification using support vector machine, neuro-fuzzy classifiers Covers the various augmentation techniques that can be used with medical images and the CNN-based CAC system designs for binary classification of medical images focusing on chest radiographs Investigates the development of an optimal CAC system design with deep feature extraction and classification of chest radiographs by comparing the performance of 12 different CAC system designs…”

“…The book shows how you can use TypeScript along with React to make the frontend robust and maintainable. You'll then cover important .NET Core features such as API controllers, attribute routing, and model binding to help you build a sturdy backend. …”

“…Equips SMEs with the tools they need to become effective product instructors. Covers both the educational and business aspects of product training for SMEs. …”

“…You'll start by building simple standalone web applications and progress to developing more advanced hosted web applications with SQL Server backends. Each project covers a different aspect of the Blazor WebAssembly ecosystem, such as Razor components, JavaScript interop, event handling, application state, and dependency injection. …”

“….), find the thing you need to do (it’s easy, each page covers just one single topic), and Scott tells you exactly how to do it just like he was sitting there beside you, using the same casual style as if he were telling a friend. …”

“…Beginner-level knowledge of data management will be beneficial to understand the concepts covered in this Tableau cookbook more effectively…”

“…Intermediate-level experience with C++ programming is mandatory to understand the concepts covered in this book more effectively…”

“…Familiarity with earlier versions is helpful, as the book is not a soup-to-nuts survey of the IDE and some basic functions will not be covered. Bruce Johnson is co-founder and partner at ObjectSharp Consulting. …”

“…This book will also show you how to use MLflow in non-Python-based languages such as R and Java, along with covering approaches to extend MLflow with Plugins.By the end of this machine learning book, you will be able to produce and deploy reliable machine learning algorithms using MLflow in multiple environments.What You Will Learn:Develop your machine learning project locally with MLflow's different featuresSet up a centralized MLflow tracking server to manage multiple MLflow experimentsCreate a model life cycle with MLflow by creating custom modelsUse feature streams to log model results with MLflowDevelop the complete training pipeline infrastructure using MLflow featuresSet up an inference-based API pipeline and batch pipeline in MLflowScale large volumes of data by integrating MLflow with high-performance big data librariesWho this book is for:This book is for data scientists, machine learning engineers, and data engineers who want to gain hands-on machine learning engineering experience and learn how they can manage an end-to-end machine learning life cycle with the help of MLflow. …”

“…The code has been broken down into small chunks (a few lines or a function at a time) to enable thorough discussion.As you progress, you will learn how to perform data analysis while exploring the functionalities of key data science Python packages, including pandas, SciPy, and scikit-learn. Finally, the book covers ethics and privacy concerns in data science and suggests resources for improving data science skills, as well as ways to stay up to date on new data science developments.By the end of the book, you should be able to comfortably use Python for basic data science projects and should have the skills to execute the data science process on any data source.What you will learnUse Python data science packages effectivelyClean and prepare data for data science work, including feature engineering and feature selectionData modeling, including classic statistical models (such as t-tests), and essential machine learning algorithms, such as random forests and boosted modelsEvaluate model performanceCompare and understand different machine learning methodsInteract with Excel spreadsheets through PythonCreate automated data science reports through PythonGet to grips with text analytics techniquesWho this book is forThe book is intended for beginners, including students starting or about to start a data science, analytics, or related program (e.g. …”

“…To write efficient software, you now have to know how to program by making good use of the available computing resources, and this book will teach you how to do that.The book covers all the major aspects of writing efficient programs, such as using CPU resources and memory efficiently, avoiding unnecessary computations, measuring performance, and how to put concurrency and multithreading to good use. …”

“…Jose San Leandro Armend̀riz, OSOCO.es Covers all of the bases and enough real-world examples for you to apply the techniques to your own work. …”

“…Seeing as you'll already understand concepts like functions and loops, this book covers the quirks of Rust such as memory management to code Rust in a productive and structured manner. …”

“…Using open source technology such as Kubernetes/Kubeflow to build a data science environment and ML pipelines will be covered next, before moving on to building an enterprise ML architecture using Amazon Web Services (AWS). …”

“…While doing so, you'll cover the tricky parts of connecting React to the backend, and maintaining and synchronizing state. …”

“…Therefore, this Research Topic is expected to cover a wide range of subjects related to unravel the interplay between neuroprotective and neurodegenerative signals in neurodegeneration…”

“…In light of worldwide fiscal malaise, especially during and since the Great Recession, this book illustrates the heightened complexity of the budgeting environment that pervades all governments today--industrialized or developing, large or small.For those who like to dive into the details, the book presents numerous examples of public budgeting as practiced and points to the wealth of data available for analyses of the budgetary context and process, budget shares and results regarding virtually any government of interest. Chapters cover the constitutional and statutory provisions for budgeting in selected governments. …”