“…Four Londoners--Leah, Natalie, Felix, and Nathan--try to make adult lives outside of Caldwell, the council estate of their childhood. From private houses to public parks, at work and at play, their London is a complicated place, as beautiful as it is brutal, where the thoroughfares hide the back alleys and taking the high road can sometimes lead you to a dead end…”

“…The East India Company at Home, 1757–1857 explores how empire in Asia shaped British country houses, their interiors and the lives of their residents. …”

“…Housing shortages are most severe in Auckland, reflecting supply constraints in the face of population increases. …”

“…., at the patient level) in improving population health, while such activities as screening and referring to social and human services (e.g., for housing, food assistance) are situated midstream, and the work of changing laws, policies, and regulations (e.g., toward affordable housing, expanding healthy food access) to improve the community conditions for health represents upstream action.The workshop explored the growing attention on population health, from health care delivery and health insurance organizations to the social determinants of health and their individual-level manifestation as health-related social needs, such as patients' needs. …”

“…It is a tale of dark hearts and modern houses, of three men in search of Utopia. Andrew O'Hagan's story is a poignant and powerful reclamation of the past and a clear-sighted look at our relationship with personal and public history. …”

“…This practice began in 1987, marking the brands 150th anniversary, and has since become a beloved traditional way to combine the houses proud, storied heritage with its creative vision for the future. …”

Tabla de Contenidos: “…-- 1.6 Terminology -- 1.7 Stages of Layout Design -- 1.8 Hazard Assessment -- 1.9 A Note on Calculations and Spacings -- Further Reading -- 2 The Discipline of Layout in Context -- 2.1 General -- 2.2 Abbreviations/Legislation and Standards/Terminology -- 2.2.1 Abbreviations -- 2.2.2 Relevant Standards and Codes -- 2.2.2.1 European Standards and Codes -- 2.2.2.2 British Standards and Codes -- 2.2.2.3 US Standards and Codes -- 2.2.3 Terminology -- 2.3 The Importance of Layout -- 2.4 General Design Considerations in Layout -- 2.5 Project Deliverables -- 2.5.1 Design Basis and Philosophies -- 2.5.2 Specification -- 2.5.3 Process Flow Diagram -- 2.5.4 Piping and Instrumentation Diagram -- 2.5.5 Equipment List/Schedule -- 2.5.6 Functional Design Specification -- 2.5.7 General Arrangement Drawings -- 2.5.8 Cost Estimate -- 2.5.9 Datasheets -- 2.5.10 HAZOP Study -- 2.5.11 Zoning Study/Hazardous Area Classification -- 2.5.12 Isometric Piping Drawings -- 2.6 Layout and the Law -- 2.6.1 Civil Law -- 2.6.1.1 General -- 2.6.1.2 Contractual Models -- 2.6.1.3 Other -- 2.6.2 Criminal Law -- 2.6.2.1 General -- 2.6.2.2 Health, Safety, and Employment Legislation -- 2.6.2.3 Environmental Legislation -- 2.7 Parties to the Design Process -- 2.7.1 Client/Sponsor/Operating Company -- 2.7.2 Consultant -- 2.7.3 Process EPC Company -- 2.7.4 Mechanical and Electrical EPC Company -- 2.7.5 Process Design Houses -- 2.8 Liaison Between Disciplines -- 2.8.1 Mechanical Engineering -- 2.8.2 Piping Engineering ("Pipers") -- 2.8.3 Electrical Engineering…”

Tabla de Contenidos: “…3.5.6 Eine weitere Möglichkeit zur Handhabung der Klassenbezeichnungen und der Verlustfunktion -- 3.5.7 Hinreichend große zwischenliegende Layer sind wichtig -- 3.5.8 Weitere Experimente -- 3.5.9 Zusammenfassung -- 3.6 Ein Beispiel für eine Regression: Vorhersage der Kaufpreise von Häusern -- 3.6.1 Die Boston-Housing-Price-Datensammlung -- 3.6.2 Daten vorbereiten -- 3.6.3 Neuronales Netz erzeugen -- 3.6.4 K-fache Kreuzvalidierung des Ansatzes -- 3.6.5 Zusammenfassung -- 3.7 Zusammenfassung Kapitel 3 -- Kapitel 4: Grundlagen des Machine Learnings -- 4.1 Vier Teilgebiete des Machine Learnings -- 4.1.1 Überwachtes Lernen -- 4.1.2 Unüberwachtes Lernen -- 4.1.3 Selbstüberwachtes Lernen -- 4.1.4 Bestärkendes Lernen -- 4.2 Bewertung von Machine-Learning-Modellen -- 4.2.1 Trainings-, Validierungs- und Testmengen -- 4.2.2 Worauf zu achten ist -- 4.3 Datenvorverarbeitung, Merkmalserstellung und Erlernen von Merkmalen -- 4.3.1 Datenvorverarbeitung für neuronale Netze -- 4.3.2 Merkmalserstellung -- 4.4 Überanpassung und Unteranpassung -- 4.4.1 Das neuronale Netz verkleinern -- 4.4.2 Regularisierung der Gewichte -- 4.4.3 Dropout-Regularisierung -- 4.5 Ein allgemeiner Machine-Learning-Workflow -- 4.5.1 Definition der Aufgabe und Zusammenstellen einer Datenmenge -- 4.5.2 Auswahl eines Erfolgskriteriums -- 4.5.3 Auswahl einer Bewertungsmethode -- 4.5.4 Daten vorbereiten -- 4.5.5 Entwicklung eines Modells, das besser funktioniert als zufälliges Raten -- 4.5.6 Hochskalieren: Entwicklung eines Modells mit Überanpassung -- 4.5.7 Regularisierung des Modells und Abstimmung der Hyperparameter -- 4.6 Zusammenfassung Kapitel 4 -- Teil II: Deep Learning in der Praxis -- Kapitel 5: Deep Learning und maschinelles Sehen -- 5.1 Einführung in CNNs -- 5.1.1 Die Faltungsoperation -- 5.1.2 Die Max-Pooling-Operation -- 5.2 Ein CNN von Grund auf mit einer kleinen Datenmenge trainieren…”

“…Architects Rodolfo Livingston and Nidia Marinaro summarize, sometimes with humor, their vast experience (50 years in the case of R.L.) in the construction and transformations of the traditional "Neighborhood houses" through the preservation of the original appeal of their spaces, patios and the facades. …”

“…The texts reveal the heritage that is found in the university and investigates the history of the objects and artworks that are housed there, their material transfer and the imaginary. …”
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“…Gender-based violence affects many aspects of survivors' and victims' lives, including access to education, employment, housing, health care, legal support, and physical and mental health services. …”

“…Children are becoming more independent, and begin to look at the future in terms of career, relationships, families, housing, etc. During this period, they explore possibilities and begin to form their own identities based upon the outcome of their explorations…”

“…Children are becoming more independent, and begin to look at the future in terms of career, relationships, families, housing, etc. During this period, they explore possibilities and begin to form their own identities based upon the outcome of their explorations…”

“…Children are becoming more independent, and begin to look at the future in terms of career, relationships, families, housing, etc. During this period, they explore possibilities and begin to form their own identities based upon the outcome of their explorations…”

“…Children are becoming more independent, and begin to look at the future in terms of career, relationships, families, housing, etc. During this period, they explore possibilities and begin to form their own identities based upon the outcome of their explorations…”

“…In less than a decade Wroclaw has transformed itself into one of Poland’s economic power houses that attracts students, mobile investment and tourism. …”

“…How can we manage the growing demand for housing and the increasing desire for sustainability and climate protection at the same time? …”

“…From the extravagance of Ancient Egypt, through the legendary fashion houses of Chanel and Dior, to the latest cutting-edge labels, this gorgeous collection of costume and dress shows how fashion reflects people and places, and captures the times in which they lived --…”

“…Reforms are being made to facilitate the transition of welfare beneficiaries into work, increase the supply of affordable and social housing and enhance health and education outcomes for disadvantaged groups. …”

“…India has also lifted many millions of people out of poverty and has made access to housing for all a priority. Ambitious structural reforms – including better targeted household support, financial inclusion initiatives, the implementation of the Goods and Services Tax, the Insolvency and Bankruptcy Code, the new approach to federalism and the corporate income tax reform – have played a key role. …”