Self-Organising Maps: Applications in GI Science brings together the latest geographical research where extensive use has been made of the SOM algorithm, and provides readers with a snapshot of these tools that can then be adapted and used in new research projects. The book begins with an overview of the SOM technique and the most commonly used (and freely available) software; it is then sectioned to look at the different uses of the technique, namely clustering, data mining and cartography, from a range of application-areas in the biophysical and socio-economic environments. Only book that takes SOM algorithm to the GIS and Geography research communitiesThe Editors draw together expert contributors from the UK, Europe, USA, New Zealand, and South AfricaCovers a range of techniques in clustering, data mining cartography, all featuring an appropriate case study

Self-Organising Maps: Applications in GI Science brings together the latest geographical research where extensive use has been made of the SOM algorithm, and provides readers with a snapshot of these tools that can then be adapted and used in new research projects. The book begins with an overview of the SOM technique and the most commonly used (and freely available) software; it is then sectioned to look at the different uses of the technique, namely clustering, data mining and cartography, from a range of application-areas in the biophysical and socio-economic environments. Only book that takes SOM algorithm to the GIS and Geography research communities The Editors draw together expert contributors from the UK, Europe, USA, New Zealand, and South Africa Covers a range of techniques in clustering, data mining cartography, all featuring an appropriate case study

''Passionate and urgent.'' Guardian, Book of the Week''A must-read for all.'' Stylist, best new books for 2020''Cogently argued and intensely persuasive. Groundbreaking Work.'' Waterstones, best new books of April''Impressive and much-needed.'' Financial Times, Best Business Books April to June''Admirably detailed.'' Prospect Magazine''Practical, useful, readable and essential for the times we are living in.'' Nikesh Shukla''An eye-opening book that I hope will be widely read.'' Angela Saini''If you think you don''t need to read this book, you really need to read this book.'' Jane Garvey''An eye-opening book looking at unconscious bias. Meticulously researched and well written. It will make you think hard about the judgements you make. An essential read for our times.'' Kavita Puri, BBC Journalist and author For the first time, behavioural and data scientist, activist and writer Dr Pragya Agarwal unravels the way our implicit or ''unintentional'' biases affect the way we communicate and perceive the world, how they affect our decision-making, and how they reinforce and perpetuate systemic and structural inequalities. Sway is a thoroughly researched and comprehensive look at unconscious bias and how it impacts day-to-day life, from job interviews to romantic relationships to saving for retirement. It covers a huge number of sensitive topics - sexism, racism, ageism, homophobia, colourism - with tact, and combines statistics with stories to paint a fuller picture and enhance understanding. Throughout, Pragya clearly delineates theories with a solid grounding in science, answering questions such as: do our roots for prejudice lie in our evolutionary past? What happens in our brains when we are biased? How has bias affected technology? If we don''t know about it, are we really responsible for it? At a time when partisan political ideologies are taking centre stage, and we struggle to make sense of who we are and who we want to be, it is crucial that we understand why we act the way we do. This book will enables us to open our eyes to our own biases in a scientific and non-judgmental way.

‘Passionate and urgent.’ Guardian, Book of the Week‘A must-read for all.’ Stylist, best new books for 2020‘Cogently argued and intensely persuasive. Groundbreaking Work.’ Waterstones, best new books of April'Impressive and much-needed.' Financial Times, Best Business Books April to June'Admirably detailed.' Prospect Magazine‘Practical, useful, readable and essential for the times we are living in.’ Nikesh Shukla‘An eye-opening book that I hope will be widely read.’ Angela Saini'If you think you don't need to read this book, you really need to read this book.' Jane Garvey'An eye-opening book looking at unconscious bias. Meticulously researched and well written. It will make you think hard about the judgements you make. An essential read for our times.' Kavita Puri, BBC Journalist and author For the first time, behavioural and data scientist, activist and writer Dr Pragya Agarwal unravels the way our implicit or 'unintentional' biases affect the way we communicate and perceive the world, how they affect our decision-making, and how they reinforce and perpetuate systemic and structural inequalities. Sway is a thoroughly researched and comprehensive look at unconscious bias and how it impacts day-to-day life, from job interviews to romantic relationships to saving for retirement. It covers a huge number of sensitive topics - sexism, racism, ageism, homophobia, colourism - with tact, and combines statistics with stories to paint a fuller picture and enhance understanding. Throughout, Pragya clearly delineates theories with a solid grounding in science, answering questions such as: do our roots for prejudice lie in our evolutionary past? What happens in our brains when we are biased? How has bias affected technology? If we don't know about it, are we really responsible for it? At a time when partisan political ideologies are taking centre stage, and we struggle to make sense of who we are and who we want to be, it is crucial that we understand why we act the way we do. This book will enables us to open our eyes to our own biases in a scientific and non-judgmental way.

An introduction to standing up to racism for young children and their families, with flaps to liftIt's never too early to teach children to be antiracist, and this lift-the-flap book is a great toolkit for young children and their families alike. It is all about recognising and celebrating the differences that make people who they are, and explains in age-appropriate language what racism is and how to help stand up to it.Find Out About: Racism helps curious preschoolers understand how other children live and the different challenges everyone faces, which is key for developing empathy. With flaps to lift, this is an excellent, interactive book for children and their parents and carers to share together.A free parent guide to talking about racism with young children is available to download separately.Also available: Feelings, Kindness, Saving Our Planet, Families, Making Friends

'An exhilarating, genre-defying read' Observer, 'Beautiful' Elif Shafak, 'Absolutely sensational' Michael Cashman, CBE, 'Powerful and compelling' New Statesman', 'Brilliant' Caitlin MoranIn a world where women have more choices than ever, society nevertheless continues to exert the stigma and pressures of less enlightened times when it comes to having children. We define women by whether they embrace or reject motherhood; whether they can give birth or not.Behavioural Scientist Pragya Agarwal uses her own varied experiences and choices as a woman of South Asian heritage to examine the broader societal, historical and scientific factors that drive how we think and talk about motherhood. She looks at how women's bodies have been monitored and controlled through history, and how this shapes the political constructs of motherhood and womanhood now.Extremely open in its honesty and meticulously researched, (M)otherhood probes themes of infertility, childbirth and reproductive justice, and makes a powerful and urgent argument for the need to tackle society's obsession with women's bodies and fertility.

Extremely open in its honesty and meticulously researched, (M)otherhood probes themes of infertility, childbirth and reproductive justice, and makes a powerful and urgent argument for the need to tackle society's obsession with women's bodies and fertility.

A WATERSTONES BEST BOOK OF 2022: POPULAR SCIENCEAN iNEWS BEST NONFICTION BOOK OF 2022A TELEGRAPH BIG IDEAS BOOK 2022How we interpret emotions and act on them has been heavily gendered, as far back as Ancient Greek and Roman times, and - despite improvements in societal equality - continues to be today. In Hysterical, Dr Pragya Agarwal delves into history and science to determine the truth about our notions of innate differences between the male and female experience of emotions. She examines the impact this has on men and women - especially the role it has played in the subjugation of women throughout history - and imagines how a future where emotions are ungendered might look.

Self-Organising Maps: Applications in GI Science brings together the latest geographical research where extensive use has been made of the SOM algorithm, and provides readers with a snapshot of these tools that can then be adapted and used in new research projects. The book begins with an overview of the SOM technique and the most commonly used (and freely available) software; it is then sectioned to look at the different uses of the technique, namely clustering, data mining and cartography, from a range of application-areas in the biophysical and socio-economic environments. Only book that takes SOM algorithm to the GIS and Geography research communitiesThe Editors draw together expert contributors from the UK, Europe, USA, New Zealand, and South AfricaCovers a range of techniques in clustering, data mining cartography, all featuring an appropriate case study

Self-Organising Maps: Applications in GI Science brings together the latest geographical research where extensive use has been made of the SOM algorithm, and provides readers with a snapshot of these tools that can then be adapted and used in new research projects. The book begins with an overview of the SOM technique and the most commonly used (and freely available) software; it is then sectioned to look at the different uses of the technique, namely clustering, data mining and cartography, from a range of application-areas in the biophysical and socio-economic environments. Only book that takes SOM algorithm to the GIS and Geography research communities The Editors draw together expert contributors from the UK, Europe, USA, New Zealand, and South Africa Covers a range of techniques in clustering, data mining cartography, all featuring an appropriate case study

''Passionate and urgent.'' Guardian, Book of the Week''A must-read for all.'' Stylist, best new books for 2020''Cogently argued and intensely persuasive. Groundbreaking Work.'' Waterstones, best new books of April''Impressive and much-needed.'' Financial Times, Best Business Books April to June''Admirably detailed.'' Prospect Magazine''Practical, useful, readable and essential for the times we are living in.'' Nikesh Shukla''An eye-opening book that I hope will be widely read.'' Angela Saini''If you think you don''t need to read this book, you really need to read this book.'' Jane Garvey''An eye-opening book looking at unconscious bias. Meticulously researched and well written. It will make you think hard about the judgements you make. An essential read for our times.'' Kavita Puri, BBC Journalist and author For the first time, behavioural and data scientist, activist and writer Dr Pragya Agarwal unravels the way our implicit or ''unintentional'' biases affect the way we communicate and perceive the world, how they affect our decision-making, and how they reinforce and perpetuate systemic and structural inequalities. Sway is a thoroughly researched and comprehensive look at unconscious bias and how it impacts day-to-day life, from job interviews to romantic relationships to saving for retirement. It covers a huge number of sensitive topics - sexism, racism, ageism, homophobia, colourism - with tact, and combines statistics with stories to paint a fuller picture and enhance understanding. Throughout, Pragya clearly delineates theories with a solid grounding in science, answering questions such as: do our roots for prejudice lie in our evolutionary past? What happens in our brains when we are biased? How has bias affected technology? If we don''t know about it, are we really responsible for it? At a time when partisan political ideologies are taking centre stage, and we struggle to make sense of who we are and who we want to be, it is crucial that we understand why we act the way we do. This book will enables us to open our eyes to our own biases in a scientific and non-judgmental way.

‘Passionate and urgent.’ Guardian, Book of the Week‘A must-read for all.’ Stylist, best new books for 2020‘Cogently argued and intensely persuasive. Groundbreaking Work.’ Waterstones, best new books of April'Impressive and much-needed.' Financial Times, Best Business Books April to June'Admirably detailed.' Prospect Magazine‘Practical, useful, readable and essential for the times we are living in.’ Nikesh Shukla‘An eye-opening book that I hope will be widely read.’ Angela Saini'If you think you don't need to read this book, you really need to read this book.' Jane Garvey'An eye-opening book looking at unconscious bias. Meticulously researched and well written. It will make you think hard about the judgements you make. An essential read for our times.' Kavita Puri, BBC Journalist and author For the first time, behavioural and data scientist, activist and writer Dr Pragya Agarwal unravels the way our implicit or 'unintentional' biases affect the way we communicate and perceive the world, how they affect our decision-making, and how they reinforce and perpetuate systemic and structural inequalities. Sway is a thoroughly researched and comprehensive look at unconscious bias and how it impacts day-to-day life, from job interviews to romantic relationships to saving for retirement. It covers a huge number of sensitive topics - sexism, racism, ageism, homophobia, colourism - with tact, and combines statistics with stories to paint a fuller picture and enhance understanding. Throughout, Pragya clearly delineates theories with a solid grounding in science, answering questions such as: do our roots for prejudice lie in our evolutionary past? What happens in our brains when we are biased? How has bias affected technology? If we don't know about it, are we really responsible for it? At a time when partisan political ideologies are taking centre stage, and we struggle to make sense of who we are and who we want to be, it is crucial that we understand why we act the way we do. This book will enables us to open our eyes to our own biases in a scientific and non-judgmental way.

An introduction to standing up to racism for young children and their families, with flaps to liftIt's never too early to teach children to be antiracist, and this lift-the-flap book is a great toolkit for young children and their families alike. It is all about recognising and celebrating the differences that make people who they are, and explains in age-appropriate language what racism is and how to help stand up to it.Find Out About: Racism helps curious preschoolers understand how other children live and the different challenges everyone faces, which is key for developing empathy. With flaps to lift, this is an excellent, interactive book for children and their parents and carers to share together.A free parent guide to talking about racism with young children is available to download separately.Also available: Feelings, Kindness, Saving Our Planet, Families, Making Friends

'An exhilarating, genre-defying read' Observer, 'Beautiful' Elif Shafak, 'Absolutely sensational' Michael Cashman, CBE, 'Powerful and compelling' New Statesman', 'Brilliant' Caitlin MoranIn a world where women have more choices than ever, society nevertheless continues to exert the stigma and pressures of less enlightened times when it comes to having children. We define women by whether they embrace or reject motherhood; whether they can give birth or not.Behavioural Scientist Pragya Agarwal uses her own varied experiences and choices as a woman of South Asian heritage to examine the broader societal, historical and scientific factors that drive how we think and talk about motherhood. She looks at how women's bodies have been monitored and controlled through history, and how this shapes the political constructs of motherhood and womanhood now.Extremely open in its honesty and meticulously researched, (M)otherhood probes themes of infertility, childbirth and reproductive justice, and makes a powerful and urgent argument for the need to tackle society's obsession with women's bodies and fertility.

Extremely open in its honesty and meticulously researched, (M)otherhood probes themes of infertility, childbirth and reproductive justice, and makes a powerful and urgent argument for the need to tackle society's obsession with women's bodies and fertility.

A WATERSTONES BEST BOOK OF 2022: POPULAR SCIENCEAN iNEWS BEST NONFICTION BOOK OF 2022A TELEGRAPH BIG IDEAS BOOK 2022How we interpret emotions and act on them has been heavily gendered, as far back as Ancient Greek and Roman times, and - despite improvements in societal equality - continues to be today. In Hysterical, Dr Pragya Agarwal delves into history and science to determine the truth about our notions of innate differences between the male and female experience of emotions. She examines the impact this has on men and women - especially the role it has played in the subjugation of women throughout history - and imagines how a future where emotions are ungendered might look.