AI is transforming numerous industries. Machine Learning Yearning, a free ebook from Andrew Ng, teaches you how to structure Machine Learning projects.
This book is focused not on teaching you ML algorithms, but on how to make ML algorithms work. After reading Machine Learning Yearning, you will be able to:
- Prioritize the most promising direc...
Multilingualism is integral to the human condition. Hinging on the concept of Creative Multilingualism - the idea that language diversity and creativity are mutually enriching - this timely and thought-provoking volume shows how the concept provides a matrix for experimentation with ideas, approaches and methods.
The book presents four years of ...
In the decade and a half since Napster first emerged, forever changing the face of digital culture, the claim that "internet pirates killed the music industry" has become so ubiquitous that it is treated as common knowledge. Piracy is a scourge on legitimate businesses and hard-working artists, we are told, a "cybercrime" simila...
If you're looking to gain an introduction into the world of user experience (UX) design - or maybe even freshen up your knowledge of the field - then this UX design book is the ideal place to start.
You'll cover a wide range of topics over nine highly readable chapters, with each one acting as a mini crash course. By the end, you'...
Recent acts of terrorism and the current unrest in the Middle East remind us how important it is to understand the relationship between violence, peace and democracy. In a challenging and insightful essay, Amartya Sen explores ideas around 'organised violence' (such as war, genocide and terrorism) and violence against the individual. High...
This insightful collection of essays explores the ways in which open education can democratise access to education for all. It is a rich resource that offers both research and case studies to relate the application of open technologies and approaches in education settings around the world.
Global in perspective, this book argues strongly for the...
The purpose of this book is to shed light on the performance and personal competencies of information technology (IT) project managers in South Africa. Predictive models are built to determine what project managers consider the crucial competencies they should possess to deliver an IT project successfully. This investigation takes place in the cont...
Drawing Futures brings together international designers and artists for speculations in contemporary drawing for art and architecture.
Despite numerous developments in technological manufacture and computational design that provide new grounds for designers, the act of drawing still plays a central role as a vehicle for speculation. There is a r...
Brexit will have significant consequences for the country, for Europe, and for global order. And yet much discussion of Brexit in the UK has focused on the causes of the vote and on its consequences for the future of British politics. This volume examines the consequences of Brexit for the future of Europe and the European Union, adopting an explic...
This book is an inspirational message about what is possible and practical in the name of learning through mobile media. We present stories from a diverse set of educators, a microcosm of the landscape of mobile media learning.
Each author has found a way to create something new and beautiful in their own world. And though their results are exce...
David Harvey's The Condition of Postmodernity rationalised capitalism's transformation during an extraordinary year: 1989. It gave theoretical expression to a material and cultural reality that was just then getting properly started - globalisation and postmodernity - whilst highlighting the geo-spatial limits to accumulation imposed by o...
Silicon Valley is the world's most successful innovation region. Apple, Google, Facebook, Instagram, Twitter, WhatsApp, Uber, and Airbnb changed our way of living. Silicon Valley has built a brilliant ecosystem that supports startups. Its entrepreneurial mindset fosters risk-taking, thinking big, and sharing.
A fast growing number of accele...
Software has become a key component of contemporary life and algorithmic techniques that rank, classify, or recommend anything that fits into digital form are everywhere. This book approaches the field of information ordering conceptually as well as historically. Building on the philosophy of Gilbert Simondon and the cultural techniques tradition, ...
The idea that the digital age has revolutionized our day-to-day experience of the world is nothing new, and has been amply recognized by cultural historians. In contrast, Stephen Robertson's BC: Before Computers is a work which questions the idea that the mid-twentieth century saw a single moment of rupture. It is about all the things that we ...
Use the guidance in this comprehensive field guide to gain the support of your top executives for aligning a rational cybersecurity plan with your business. You will learn how to improve working relationships with stakeholders in complex digital businesses, IT, and development environments. You will know how to prioritize your security program, and...
While the idea of women who stay at home and men who dominate the streets may seem outdated, binary considerations of gender, space, and power still proliferate in contemporary cinema. This open access book adopts a fluid approach to space designed to accommodate wilful, affirmative, and imaginative perspectives of gender on screen. Through close a...
In Protecting SQL Server Data, John Magnabosco demonstrates how sensitive data, stored in SQL Server, can be protected using an efficient and maintainable encryption-based data architecture.
He explains how to assess and categorize data elements according to sensitivity, regulate access to the various categories of data using database roles, vie...
In this truly unique technical book, today's leading software architects present valuable principles on key development issues that go way beyond technology. More than four dozen architects - including Neal Ford, Michael Nygard, and Bill de hOra - offer advice for communicating with stakeholders, eliminating complexity, empowering developers, ...
iOS is a mobile operating system created and developed by Apple. It is an unofficial and free iOS book created for educational purposes. All the content is extracted from Stack Overflow Documentation, which is written by many hardworking individuals at Stack Overflow....
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all - IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other relate...
Python is one of the leading open source platforms for data science and numerical computing. IPython and the associated Jupyter Notebook offer efficient interfaces to Python for data analysis and interactive visualization, and they constitute an ideal gateway to the platform.
IPython Interactive Computing and Visualization Cookbook, 2nd Edition ...
Much of the data available today is unstructured and text-heavy, making it challenging for analysts to apply their usual data wrangling and visualization tools. With this practical book, you'll explore text-mining techniques with tidytext, a package that authors Julia Silge and David Robinson developed using the tidy principles behind R packag...
This new and expanded edition is intended to help candidates prepare for entrance examinations in mathematics and scientific subjects, including STEP (Sixth Term Examination Paper). STEP is an examination used by Cambridge Colleges for conditional offers in mathematics. They are also used by some other UK universities and many mathematics departmen...
This open book discusses British literature as part of a network of global entangled modernities and shared aesthetic concerns, departing from the retrospective model of a postcolonial "writing back" to the centre. Accordingly, the narrative strategies in the texts of early Black Atlantic authors, like Equiano, Sancho, Wedderburn, and Sea...
This open book introduces the legacy of Piotr Galperin to a wider audience of researchers, educators and psychologists. Previous translations of Galperin’s work present only some aspects of his conceptual thinking; however, his main contribution to the general, genetic and pedagogical psychology as a unique holistic and systemic approach to stud...
This open book attends to the co-creation of digital public services for ageing societies. Increasingly public services are provided in digital form; their uptake however remains well below expectations. In particular, amongst older adults the need for public services is high, while at the same time the uptake of digital services is lower than the ...
Many scholars have wondered if a non-Western theory of international politics founded on different premises, be it from Asia or from the "Global South," could release international relations from the grip of a Western, "Westphalian" model. This book argues that a Buddhist approach to international relations could provide a genui...
This open book explores supply chains strategies to help companies face challenges such as societal emergency, digitalization, climate changes and scarcity of resources. The book identifies industrial scenarios for the next decade based on the analysis of trends at social, economic, environmental technological and political level, and examines how ...
While the rise of social protection in the global North has been widely researched, we know little about the history of social protection in the global South. This open book investigates the experiences of four middle-income countries - Brazil, India, China and South Africa - from 1920 to 2020, analysing if, when, and how these countries articulate...
This open book takes a critical and international perspective to the mainstreaming of the Global Citizenship Concept and analyses the key issues regarding global citizenship education across the world. In that respect, it addresses a pressing need to provide further conceptual input and to open global citizenship agendas to diversity and indigeneit...
This open book presents the outcomes of the symposium "New Metropolitan Perspectives", held at Mediterranea University, Reggio Calabria, Italy on May 26 - 28, 2020.
Addressing the challenge of Knowledge Dynamics and Innovation-driven Policies Towards Urban and Regional Transition, the book presents a multi-disciplinary debate on the n...
This open book provides an empirical account of the psychological and social experiences of 3500 African migrants to 6 European countries: Germany, Spain, Italy, The Netherlands, France, and the UK. It discusses the psychosocial motivations for migration from Africa, who migrates where, and stressful pre- and post-migration factors affecting the so...