“…The goal of this Research Topic is to bring together scientists in different fields whose work addresses these issues, including animal and human developmental neuroscience, language and cognitive development, education, developmental psychopathology and sensory neuroscience…”

“…Contrary to recent polemics that simply urge the humanities to become more scientistic or technology-focused, to demonstrate their utility or even trophy their uselessness, Staying Alive does something remarkably different: it argues for the humanism of a new scientific paradigm based on complexity theory and holistic and ecological approaches to knowledge-making. …”

“…Others were written by scientists not directly involved in the development of the new physics, and their books were addressed at an audience interested in having only a superficial knowledge of the theory of quanta. …”

“…Rocek's work will be of significant interest not only to those with a professional interest in Navajo history and culture, but also, for its methodological insights, to a far broader range of archaeologists, social anthropologists, ethnohistorians, ethnoarchaeologists, historians, cultural geographers, and political scientists…”

“…What you will learn Build a working pipeline to integrate an external data source Develop monitoring processes for the pipeline example Understand and apply DataOps principles to an Alteryx data pipeline Gain skills for data engineering with the Alteryx software stack Work with spatial analytics and machine learning techniques in an Alteryx workflow Explore Alteryx workflow deployment strategies using metadata validation and continuous integration Organize content on Alteryx Server and secure user access Who this book is for If you're a data engineer, data scientist, or data analyst who wants to set up a reliable process for developing data pipelines using Alteryx, this book is for you. …”

“…What you will learn Understand the basics of deep learning Set up Apache Spark for deep learning Understand the principles of distribution modeling and different types of neural networks Obtain an understanding of deep learning algorithms Discover textual analysis and deep learning with Spark Use popular deep learning frameworks, such as Deeplearning4j, TensorFlow, and Keras Explore popular deep learning algorithms Who this book is for If you are a Scala developer, data scientist, or data analyst who wants to learn how to use Spark for implementing efficient deep learning models, Hands-On Deep Learning with Apache Spark is for you. …”

“…What you will learn Train a network on the 3D ShapeNet dataset to generate realistic shapes Generate anime characters using the Keras implementation of DCGAN Implement an SRGAN network to generate high-resolution images Train Age-cGAN on Wiki-Cropped images to improve face verification Use Conditional GANs for image-to-image translation Understand the generator and discriminator implementations of StackGAN in Keras Who this book is for If you're a data scientist, machine learning developer, deep learning practitioner, or AI enthusiast looking for a project guide to test your knowledge and expertise in building real-world GANs models, this book is for you…”

“…Audience The book is of interest to artificial intelligence and biomedical scientists, researchers, engineers and students in various settings such as pharmaceutical & biotechnology companies, virtual assistants developing companies, medical imaging & diagnostics centers, wearable device designers, healthcare assistance robot manufacturers, precision medicine testers, hospital management, and researchers working in healthcare system…”

“…What you will learn Understand the core concepts and architecture of Apache Beam Implement stateless and stateful data processing pipelines Use state and timers for processing real-time event processing Structure your code for reusability Use streaming SQL to process real-time data for increasing productivity and data accessibility Run a pipeline using a portable runner and implement data processing using the Apache Beam Python SDK Implement Apache Beam I/O connectors using the Splittable DoFn API Who this book is for This book is for data engineers, data scientists, and data analysts who want to learn how Apache Beam works. …”

“…What You'll Learn Discover Spark Streaming application development and best practices Work with the low-level details of discretized streams Optimize production-grade deployments of Spark Streaming via configuration recipes and instrumentation using Graphite, collectd, and Nagios Ingest data from disparate sources including MQTT, Flume, Kafka, Twitter, and a custom HTTP receiver Integrate and couple with HBase, Cassandra, and Redis Take advantage of design patterns for side-effects and maintaining state across the Spark Streaming micro-batch model Implement real-time and scalable ETL using data frames, SparkSQL, Hive, and SparkR Use streaming machine learning, predictive analytics, and recommendations Mesh batch processing with stream processing via the Lambda architecture Who This Book Is For Data scientists, big data experts, BI analysts, and data architects…”

“…What You Will Learn Understand how to install and manage Anaconda Read, sort, and map data using NumPy and pandas Find out how to create and slice data arrays using NumPy Discover how to subset your DataFrames using pandas Handle missing data in a pandas DataFrame Explore hierarchical indexing and plotting with pandas In Detail Python, a multi-paradigm programming language, has become the language of choice for data scientists for visualization, data analysis, and machine learning. …”

“…What you will learn Build a smart dialog system with cognitive assistance solutions Design a text categorization model and perform sentiment analysis on social media datasets Develop a pattern recognition application and identify data irregularities smartly Analyze trip logs from a driving services company to determine profit Provide insights into an organization's supply chain data and processes Create personalized recommendations for retail chains and outlets Test forecasting effectiveness for better sales prediction strategies Who this book is for This book is for data scientists, AI engineers, NLP engineers, machine learning engineers, and data analysts who wish to build next-generation analytics applications. …”

“…What you will learn Discover neural Networks and their applications in Computer Vision Explore the popular Java frameworks and libraries for deep learning Build deep neural networks in Java Implement an end-to-end image classification application in Java Perform real-time video object detection using deep learning Enhance performance and deploy applications for production Who this book is for This book is for data scientists, machine learning developers and deep learning practitioners with Java knowledge who want to implement machine learning and deep neural networks in the computer vision domain. …”

“…You’ll find that you don’t need to be a rocket scientist to grasp the concepts explained and apply them to your work—even when the finances are complicated, such as with the ins and outs of taxes, currency conversions, or special general ledger entries such as down payments or bills of exchange. …”

“…Fervently occupied with the study of hypnotism, hysteria, sleepwalking, and fugue, scientists of this period aimed to take the soul away from the religious sphere. …”

“…Applying the notions of “Design”, “Gestaltung”, and “Formatività”, this book sheds new light on processes of formation and transformation in the material world we live in.Scholars from the fields of history, philosophy, psychology, media, and cultural studies question established processes of giving form, while artists, designers, engineers, and scientists describe their creative processes. This book provides its readers with an overview of the spectrum of “philosophies of making” and invites them to reflect on their own creative process, its possibilities, and associated responsibilities to the environment, and ultimately to express these in action. …”

“…Politico-ideological Mobilisation and Violence in the Arab World will be of great interest to criminologists, political scientists, sociologists, and other scholars interested in the study of terrorism, radicalisation and extremism. …”

“…What you will learn Create models using the default command line options in fastText Understand the algorithms used in fastText to create word vectors Combine command line text transformation capabilities and the fastText library to implement a training, validation, and prediction pipeline Explore word representation and sentence classification using fastText Use Gensim and spaCy to load the vectors, transform, lemmatize, and perform other NLP tasks efficiently Develop a fastText NLP classifier using popular frameworks, such as Keras, Tensorflow, and PyTorch Who this book is for This book is for data analysts, data scientists, and machine learning developers who want to perform efficient word representation and sentence classification using Facebook's fastText library. …”

“…It will therefore be a fundamental guide for scientists wanting to address the field of DNA lesion and repair, but also more generally for researchers working in rational drug design or in the development of biomarkers and medical imaging techniques…”

“…With this certification, you can move on to earn more advanced role-based certifications, including Microsoft Certified: Azure AI Engineer Associate or Azure Data Scientist Associate. See full details at: microsoft.com/learn…”