“…In the second phase, beginning around 1000 AD, we observe the construction of true fortresses. The study of these first fortifications focuses on the occupation of terroirs organized around a castrum, often noted in...…”

“…Aussi, en précisant les termes du débat avec l’avant-garde musicale, avec le sérialisme généralisé et la musique de Cage, cet ouvrage tente enfin de dégager les raisons philosophiques qui justifient certaines réserves d’Adorno. Si cela permet de circonscrire chez lui l’idée d’une musique informelle, cela contribue surtout à remettre en chantier l’idée de son conservatisme ou de son passéisme en manière d’art…”

“…This is a guide that will help you hire, motivate, and mentor a software development team that functions at the highest level, and is also useful to directors and VPs of Engineering, as well as VPs of Product and CEOs who rely on software people and teams for their company’s success. …”

“…You’ll search for log data, monitor the containers, and also collect metrics using Kibana. You’ll decide how your final log data will be presented. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Introduction to Time Series -- Different types of data -- Cross-sectional data -- Time series data -- Panel data -- Internal structures of time series -- General trend -- Seasonality -- Run sequence plot -- Seasonal sub series plot -- Multiple box plots -- Cyclical changes -- Unexpected variations -- Models for time series analysis -- Zero mean models -- Random walk -- Trend models -- Seasonality models -- Autocorrelation and Partial autocorrelation -- Summary -- Chapter 2: Understanding Time Series Data -- Advanced processing and visualization of time series data -- Resampling time series data -- Group wise aggregation -- Moving statistics -- Stationary processes -- Differencing -- First-order differencing -- Second-order differencing -- Seasonal differencing -- Augmented Dickey-Fuller test -- Time series decomposition -- Moving averages -- Moving averages and their smoothing effect -- Seasonal adjustment using moving average -- Weighted moving average -- Time series decomposition using moving averages -- Time series decomposition using statsmodels.tsa -- Summary -- Chapter 3: Exponential Smoothing based Methods -- Introduction to time series smoothing -- First order exponential smoothing -- Second order exponential smoothing -- Modeling higher-order exponential smoothing -- Summary -- Chapter 4: Auto-Regressive Models -- Auto-regressive models -- Moving average models -- Building datasets with ARMA -- ARIMA -- Confidence interval -- Summary -- Chapter 5: Deep Learning for Time Series Forecasting -- Multi-layer perceptrons -- Training MLPs -- MLPs for time series forecasting -- Recurrent neural networks -- Bi-directional recurrent neural networks -- Deep recurrent neural networks…”

Tabla de Contenidos: “…-- Getting Started with TensorFlow - Linear Regression and Beyond -- Source Code for the Linear Regression -- Summary -- Assessments -- Lesson 2: Putting Data in Place - Supervised Learning for Predictive Analytics -- Supervised Learning for Predictive Analytics -- Linear Regression - Revisited -- Problem Statement -- Using Linear Regression for Movie Rating Prediction -- From Disaster to Decision - Titanic Example Revisited -- An Exploratory Analysis of the Titanic Dataset -- Feature Engineering -- Logistic Regression for Survival Prediction -- Using TensorFlow Contrib -- Linear SVM for Survival Prediction -- Ensemble Method for Survival Prediction - Random Forest -- A Comparative Analysis -- Summary -- Assessments -- Lesson 3: Clustering Your Data - Unsupervised Learning for Predictive Analytics -- Unsupervised Learning and Clustering -- Using K-means for Predictive Analytics -- How K-means Works -- Using K-means for Predicting Neighborhoods -- Predictive Models for Clustering Audio Files…”

“…You'll then work with GoPiGo3's digital twin by creating a 3D model from scratch and running a simulation in ROS using Gazebo. Next, the book will show you how to use GoPiGo3 to build and run an autonomous mobile robot that is aware of its surroundings. …”

“…What you will learn Understand how to think in terms of time-varying values and event streams Create, compose, and transform observable sequences using Reactive extensions Build a CES framework from scratch using core.async as its foundation Develop a simple ClojureScript game using Reagi Integrate Om and RxJS in a web application Implement a reactive API in Amazon Web Services (AWS) Discover helpful approaches to backpressure and error handling Get to grips with futures and their applications Who this book is for If you're interested in using Reactive Programming to build asynchronous and concurrent applications, this is the book for you. …”

“…Les résultats de cette étude incluent une pesée au moins une fois par semaine et des observations quotidiennes détaillées, de même qu’une autopsie générale et de l'histopathologie. …”

“…Ces processus peuvent être observés à plusieurs échelles : métropoles, villes secondaires, coalescence de villages et conurbations. …”

“…Arguments for such schemes stem from ‘market failure’ (with workers not fully understanding the trade off between pensions – deferred wages – and current income), and diversification– as most workers are highly exposed to the insolvency of the plan sponsor (in terms of current and retirement income) and cannot properly diversify this risk (particularly where the pension is funded by book reserves). However challenges to these schemes exist – mainly in the form of moral hazard and adverse selection – which are problems for all insurance contracts, and potentially in the form of systematic risk (as bankruptcies tend to be correlated, as does pension underfunding across schemes, and indeed as are these two factors). …”

“…Le deuxième animal reçoit une dose inférieure (si le premier animal meurt) ou une dose supérieure (si le premier animal survit). On observe les animaux avec une attention particulière pendant les 4 premières heures et quotidienne ensuite, pendant un total de 14 jours généralement. …”

“…L’évolution la plus rapide s’observe dans l’enseignement post-secondaire et dans la formation assurée par l'entreprise. …”

“…Les feuilles de calcul ExcelTM qui ont servi à créer les graphiques dans cette édition sont également accessibles en ligne via les StatLinks fournis…”

“…Highlights include: Best Practices sessions, including Sabre CTO Eben Hewitt on the strategic business consulting patterns (SWOT, PESTEL, Futures Funnels, etc.) top architects use to create and persuasively communicate their technology strategies; API Academy's Erik Wilde on the needs and benefits of API labeling; and the Software Improvement Group's Yiannis Kanellopoulos and Evelyn van Kelle demonstrations of why happy developers and strong feedback loops create the best products. …”

“…Take an eye-opening journey from unskilled observer to engaged maker Learn how to join this community, get access to tools and experts, and pick up new skills Use a template for building a maker-based entrepreneurial lifestyle and prepare yourself for the careers of the future This book is for everyone who dreams of becoming a successful maker-entrepreneur. …”

“…Not only did less than 5% arrive at the best and most elegant solution, but the solutions given were remarkably similar, revealing seven observable problem-solving patterns that can block our best thinking. …”

“…Discover what design patterns are and when they are used in the Agile environment Exercise better control over object creation using the Factory, Builder, Singleton, Abstract, and Prototype design patterns Identify easier ways to realize relationships between entities using the Adapter, Decorator, Bridge, Facade, Composite, Flyweight, and Proxy design patterns Recognize common communication patterns between objects using the Template Method, Command, Chain of Responsibility, Iterator, Observer, Visitor, Mediator, Memento, Strategy, and State design patterns Examine the Active Object design pattern, an architectural solution to problems inherent in multi-threading Understand how the strengths and weaknesses of design patterns play off one another Learn how a given pattern can be implemented in various ways Alan Holub is one of the world’s top experts in object-oriented design techniques. …”

“…What are microservices? When should you use them? Should you start with microservices, or migrate to them over time? …”

“…Finalement, un ensemble d'utilisations concrètes du jeu vidéo en classe sont discutées à travers des observations minutieuses et des retours d'expérience qui illustrent la complexité relative à l'usage du jeu vidéo en contexte - et à des fins - d'apprentissage."…”