Leveraging Data Science for Global Health PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Leveraging Data Science for Global Health PDF full book. Access full book title Leveraging Data Science for Global Health by Leo Anthony Celi. Download full books in PDF and EPUB format.
Author: Leo Anthony Celi
Publisher: Springer Nature
ISBN: 3030479943
Category : Medical
Languages : en
Pages : 471
Get Book Here
Book Description
This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.
Author: Mary Gachocho
Publisher: UN-HABITAT
ISBN: 9789211314342
Category : Africa
Languages : en
Pages : 166
Get Book Here
Book Description
This volume represents a selection of papers presented at the Africa Regional Workshop on Urban Poverty, held in Nairobi, Kenya, in September 1998. The papers are the outputs of the regional programme supported by UNCHS (Habitat) and the Ford Foundation since 1992. The papers published in this volume analyse urban poverty trends in East and Southern Africa, and review different strategies that countries and cities have pursued to address urban poverty.
Author: Leo Anthony Celi
Publisher: Springer Nature
ISBN: 3030479943
Category : Medical
Languages : en
Pages : 471
Get Book Here
Book Description
This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.
Author: Clarissa Augustinus
Publisher: UN-HABITAT
ISBN: 9789211314465
Category : Business & Economics
Languages : en
Pages : 120
Get Book Here
Book Description
Author: Michael Keith
Publisher: Manchester University Press
ISBN: 1526155346
Category :
Languages : en
Pages : 203
Get Book Here
Book Description
Author: Nickanor, Ndeyapo
Publisher: Southern African Migration Programme
ISBN: 1920597395
Category : Social Science
Languages : en
Pages : 66
Get Book Here
Book Description
This is the first research report to examine the nature and drivers of food insecurity in the northern Namibian towns of Oshakati, Ongwediva, and Ondangwa. As well as forming part of a new body of research on secondary urbanization and food security in Africa, the report makes systematic comparisons between the food security situation in this urban corridor and the much larger capital city of Windhoek. A major characteristic of urbanization in Namibia is the perpetuation of rural-urban linkages through informal rural-to-urban food remittances. This survey found that 55% of households in the three towns receive food from relatives in rural areas. Urban households also farm in nearby rural areas and incorporate that agricultural produce into their diets. The survey showed that over 90% of households in the three towns patronize supermarkets, which is a figure far higher than for any other food source. Overall, food security is better in Namibia’s northern towns than in Windhoek, where levels of food insecurity are particularly high. However, just because the food insecurity situation is less critical in the north, the majority of households in the urban corridor are not food secure. Like Windhoek, these towns also have considerable income and food security inequality, with households in the informal settlements at greatest risk of chronic food insecurity.
Author: Corrie Decker
Publisher: Cambridge University Press
ISBN: 110710369X
Category : Business & Economics
Languages : en
Pages : 353
Get Book Here
Book Description
An engaging history of how the idea of development has shaped Africa's past and present encounters with the West.
Author: Patrick Wakely
Publisher: Routledge
ISBN: 1351212370
Category : Architecture
Languages : en
Pages : 160
Get Book Here
Book Description
Universally, the production, maintenance and management of housing have been, and continue to be, market-based activities. Nevertheless, since the mid-twentieth century virtually all governments, socialist and liberal alike, have perceived the need to intervene in urban housing markets in support of low-income households who are denied access to the established (private sector) housing market by their lack of financial resources. Housing in Developing Cities examines the range of strategic policy alternatives that have been employed by state housing agencies to this end. They range from public sector entry into the urban housing market through the direct construction of (‘conventional’) ‘public housing’ that is let or transferred to low-income beneficiaries at sub-market rates, to the provision of financial supports (subsidies) and non-financial incentives to private sector producers and consumers of urban housing, and to the administration of (‘non-conventional’) programmes of social, technical and legislative supports that enable the production, maintenance and management of socially acceptable housing at prices and costs that are affordable to low-income urban households and communities. It concludes with a brief review of the direction that public housing policies have been taking at the start of the 21st century and reflects on 'where next', making a distinction between ‘public housing’ and ‘social housing’ strategies and how they can be combined in a ‘partnership’ paradigm for the 21st century.
Author: Marie Huchzermeyer
Publisher: Juta and Company Ltd
ISBN: 9781919713946
Category : Political Science
Languages : en
Pages : 340
Get Book Here
Book Description
Informal settlements are a shameful feature of poverty and inherited inequalities in South Africa. Defined in this book as 'settlements of the urban poor developed through the unauthorised occupation of land', they are regarded by many as unhealthy and overcrowded blights on the urban landscape 'squatter camps' in common parlance. Yet census data tell us that 16.4% of households across the country live in informal settlements, mostly in urban areas where an insecure foothold on the land enables these households to access the economic opportunities, social and economic networks and basic amenities that are essential to their survival.
Author: Crush, Jonathan
Publisher: Southern African Migration Programme
ISBN: 1920596100
Category : Social Science
Languages : en
Pages : 78
Get Book Here
Book Description
While increasing attention is being paid to the drivers and forms of entrepreneurship in informal economies, much less of this policy and research focus is directed at understanding the links between mobility and informality. This report examines the current state of knowledge about this relationship with particular reference to three countries (Mozambique, South Africa and Zimbabwe) and four cities (Cape Town, Harare, Johannesburg and Maputo), identifying major themes, knowledge gaps, research questions and policy implications.
Author: Astrid Ley
Publisher: transcript Verlag
ISBN: 3839449421
Category : Social Science
Languages : en
Pages : 281
Get Book Here
Book Description
The challenge of housing is increasingly recognised in international policy discussions in connection to the processes of migration, climate change, and economic globalisation. This book addresses the challenges of housing and emerging solutions along the lines of three major dynamics: migration, climate change, and neo-liberalism. It explores the outcomes of neo-liberal »enabling« ideas, responses to extreme climate events with different housing approaches, and how the dynamics of migration reshape the urban housing provision in a changing world. The aim is to contextualise the theoretical discourses by reflecting on the case study context of the eleven papers published in this book. With forewords by Raquel Rolnik (University Sao Paulo) and Mohammed El Sioufi (UN-Habitat).
