African Markets And The Utu Ubuntu Business Model

The persistence of indigenous African markets in the context of a hostile or neglectful business and policy environment makes them worthy of analysis. An investigation of Afrocentric business ethics is long overdue. Attempting to understand the actions and efforts of informal traders and artisans from their own points of view, and analysing how they organise and get by, allows for viable approaches to be identified to integrate them into global urban models and cultures. Using the utu-ubuntu model to understand the activities of traders and artisans in Nairobis markets, this book explores how, despite being consistently excluded and disadvantaged, they shape urban spaces in and around the city, and contribute to its development as a whole. With immense resilience, and without discarding their own socio-cultural or economic values, informal traders and artisans have created a territorial complex that can be described as the African metropolis. African Markets and the Utu-buntu Business Model sheds light on the ethics and values that underpin the work of traders and artisans in Nairobi, as well as their resilience and positive impact on urbanisation. This book makes an important contribution to the discourse on urban economics and planning in African cities.

The persistence of indigenous African markets in the context of a hostile or neglectful business and policy environment makes them worthy of analysis. An investigation of Afrocentric business ethics is long overdue. Attempting to understand the actions and efforts of informal traders and artisans from their own points of view, and analysing how they organise and get by, allows for viable approaches to be identified to integrate them into global urban models and cultures. Using the utu-ubuntu model to understand the activities of traders and artisans in Nairobi's markets, this book explores how, despite being consistently excluded and disadvantaged, they shape urban spaces in and around the city, and contribute to its development as a whole. With immense resilience, and without discarding their own socio-cultural or economic values, informal traders and artisans have created a territorial complex that can be described as the African metropolis. African Markets and the Utu-buntu Business Model sheds light on the ethics and values that underpin the work of traders and artisans in Nairobi, as well as their resilience and positive impact on urbanisation. This book makes an important contribution to the discourse on urban economics and planning in African cities.

The persistence of indigenous African markets in the context of a hostile or neglectful business and policy environment makes them worthy of analysis. An investigation of Afrocentric business ethics is long overdue. Attempting to understand the actions and efforts of informal traders and artisans from their own points of view, and analysing how they organise and get by, allows for viable approaches to be identified to integrate them into global urban models and cultures. Using the utu-ubuntu model to understand the activities of traders and artisans in Nairobi's markets, this book explores how, despite being consistently excluded and disadvantaged, they shape urban spaces in and around the city, and contribute to its development as a whole. With immense resilience, and without discarding their own socio-cultural or economic values, informal traders and artisans have created a territorial complex that can be described as the African metropolis. African Markets and the Utu-buntu Business Model sheds light on the ethics and values that underpin the work of traders and artisans in Nairobi, as well as their resilience and positive impact on urbanisation. This book makes an important contribution to the discourse on urban economics and planning in African cities. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

The poor and working people in cities of the South find themselves in urban spaces that are conventionally construed as places to reside or inhabit. But what if we thought of popular districts in more expansive ways that capture what really goes on within them? In such cities, popular districts are the settings of more uncertain operations that take place under the cover of darkness, generating uncanny alliances among disparate bodies, materials and things and expanding the urban sensorium and its capacities for liveliness. In this important new book AbdouMaliq Simone explores the nature of these alliances, portraying urban districts as sites of enduring transformations through rhythms that mediate between the needs of residents not to draw too much attention to themselves and their aspirations to become a small niche of exception. Here we discover an urban South that exists as dense rhythms of endurance that turn out to be vital for survival, connectivity, and becoming.

The persistence of indigenous African markets in the context of a hostile or neglectful business and policy environment makes them worthy of analysis. An investigation of Afrocentric business ethics is long overdue. Attempting to understand the actions and efforts of informal traders and artisans from their own points of view, and analysing how they organise and get by, allows for viable approaches to be identified to integrate them into global urban models and cultures. Using the utu-ubuntu model to understand the activities of traders and artisans in Nairobi’s markets, this book explores how, despite being consistently excluded and disadvantaged, they shape urban spaces in and around the city, and contribute to its development as a whole. With immense resilience, and without discarding their own socio-cultural or economic values, informal traders and artisans have created a territorial complex that can be described as the African metropolis. African Markets and the Utu-buntu Business Model sheds light on the ethics and values that underpin the work of traders and artisans in Nairobi, as well as their resilience and positive impact on urbanisation. This book makes an important contribution to the discourse on urban economics and planning in African cities.

Recently, the salient idea of personhood in the tradition of African philosophy has been objected to on various grounds. Two such objections stand out – the book deals with a lot more. The first criticism is that the idea of personhood is patriarchal insofar as it elevates the status of men and marginalises women in society. The second criticism observes that the idea of personhood is characterised by speciesism. The essence of these concerns is that personhood fails to embody a robust moral-political view. African Personhood and Applied Ethics offers a philosophical explication of the ethics of personhood to give reasons why we should take it seriously as an African moral perspective that can contribute to global moral-political issues. The book points to the two facets that constitute the ethics of personhood – an account of (1) moral perfection and (2) dignity. It then draws on the under-explored view of dignity qua the capacity for sympathy inherent in the moral idea of personhood to offer a unified account of selected themes in applied ethics, specifically women, animal and development.

The Act of Living explores the relation between development and marginality in Ethiopia, one of the fastest growing economies in Africa. Replete with richly depicted characters and multi-layered narratives on history, everyday life and visions of the future, Marco Di Nunzio's ethnography of hustling and street life is an investigation of what is to live, hope and act in the face of the failing promises of development and change. Di Nunzio follows the life trajectories of two men, "Haile" and "Ibrahim," as they grow up in the Ethiopian capital Addis Ababa, enter street life to get by, and turn to the city's expanding economies of work and entrepreneurship to search for a better life. Apparently favourable circumstances of development have not helped them achieve social improvement. As their condition of marginality endures, the two men embark in restless attempts to transform living into a site for hope and possibility. By narrating Haile and Ibrahim's lives, The Act of Living explores how and why development continues to fail the poor, how marginality is understood and acted upon in a time of promise, and why poor people's claims for open-endedness can lead to better and more just alternative futures. Tying together anthropology, African studies, political science, and urban studies, Di Nunzio takes readers on a bold exploration of the meaning of existence, hope, marginality, and street life.

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these examples illustrate the main principles of feature engineering. Rather than simply teach these principles, authors Alice Zheng and Amanda Casari focus on practical application with exercises throughout the book. The closing chapter brings everything together by tackling a real-world, structured dataset with several feature-engineering techniques. Python packages including numpy, Pandas, Scikit-learn, and Matplotlib are used in code examples. You’ll examine: Feature engineering for numeric data: filtering, binning, scaling, log transforms, and power transforms Natural text techniques: bag-of-words, n-grams, and phrase detection Frequency-based filtering and feature scaling for eliminating uninformative features Encoding techniques of categorical variables, including feature hashing and bin-counting Model-based feature engineering with principal component analysis The concept of model stacking, using k-means as a featurization technique Image feature extraction with manual and deep-learning techniques

In this highly original work, Mary Njeri Kinyanjui explores the trajectory of women's movement from the margins of urbanization into the centres of business activities in Nairobi and its accompanying implications for urban planning. While women in much of Africa have struggled to gain urban citizenship and continue to be weighed down by poor education, low income and confinement to domestic responsibilities due to patriarchic norms, a new form of urban dynamism - partly informed by the informal economy - is now enabling them to manage poverty, create jobs and link to the circuits of capital and labour. Relying on social ties, reciprocity, sharing and collaboration, women's informal 'solidarity entrepreneurialism' is taking them away from the margins of business activity and catapulting them into the centre. Bringing together key issues of gender, economic informality and urban planning in Africa, Kinyanjui demonstrates that women have become a critical factor in the making of a postcolonial city.

Ubuntu and Buddhism in Higher Education theorizes the equal privileging of ontology and epistemology towards a balanced focus on ‘being-becoming’ and knowledge acquisition within the field of higher education. In response to the shift in higher education’s aims and purposes beginning in the latter half of the 20th century, this book reconsiders higher education and Western subjectivity through southern African (Ubuntu) and Eastern (Buddhist) onto-epistemologies. By mapping these other-than-West ontological viewpoints onto the discourse surrounding higher education, this volume presents a vision of colleges and universities as transformational institutions promoting our shared connection to the human and non-human world, and deepens our understanding of what it means to be a human being.