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...
Made With Creative Commons is a book about sharing. It is about sharing textbooks, music, data, art, and more. People, organizations, and businesses all over the world are sharing their work using Creative Commons licenses because they want to encourage the public to reuse their works, to copy them, to modify them. They are Made with Creative Commo...
This book will challenge widespread assumptions about Hippocrates (and, in the process, about the history of medicine in ancient Greece and beyond) and will also explore the creation of modern myths about the ancient world. Why do we continue to use Hippocrates, and how are new myths constructed around his name? How do news stories and the internet...
In problem solving, as in street fighting, rules are for fools: do whatever works - don't just stand there! Yet we often fear an unjustified leap even though it may land us on a correct result. Traditional mathematics teaching is largely about solving exactly stated problems exactly, yet life often hands us partly defined problems needing only...
This book shows us that the way to master complexity is through insight rather than precision. Precision can overwhelm us with information, whereas insight connects seemingly disparate pieces of information into a simple picture. Unlike computers, humans depend on insight. Based on the author's fifteen years of teaching at MIT, Cambridge Unive...
Since the growth of social media, human communication has become much more visual. This book presents a scholarly analysis of the images people post on a regular basis to Facebook. By including hundreds of examples, readers can see for themselves the differences between postings from a village north of London, and those from a small town in Trinida...
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...
Office 365 is Microsoft's smart and simple answer to cloud computing. Using the various programs in Office 365, you can do all the tasks you're used to doing in your favorite Office applications - write documents, create presentations, check email, manage your calendar, crunch numbers, and more - and then share what you create in real tim...
This open book explores one of the most fiercely debated issues in China: if and how China will surpass the middle income trap that has plagued many developing countries for years. This book gives readers a clear picture of China today and acts as a reference for other developing countries.
China is facing many setbacks and experiencing an economi...
This book helps you gain the foundational knowledge required to write an operating system from scratch. Hence the title, 0 to 1.
After completing this book, at the very least you will learn:
- How to write an operating system from scratch by reading hardware datasheets. In the real world, it works like that. You won't be able to consult Go...
Books about Oxford have generally focused on the University rather than the city. This original book on the local politics of Oxford City from 1830 to 1980 is based on a comprehensive analysis of primary sources and tells the story of the city's progressive politics. The book traces this history from Chartism and electoral reform in the mid-ni...
This book makes JavaScript less challenging to learn for newcomers, by offering a modern view that is as consistent as possible.
Highlights:
- Get started quickly, by initially focusing on modern features.
- Test-driven exercises and quizzes available for most chapters.
- Covers all essential features of JavaScript, up to and including ES2020...
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data...
This lucid and comprehensive collection of essays by an international group of scholars constitutes a photo-historical survey of select photographers who embraced National Socialism during the Third Reich. These photographers developed and implemented physiognomic and ethnographic photography, and, through a Selbstgleichschaltung (a self-co-ordinat...
This open book provides an in-depth look into the background of rule of law problems and the open defiance of EU law in East Central European countries. Current illiberal trends and anti-EU politics have the potential to undermine mutual trust between member states and fundamentally change the EU. It is therefore crucial to understand their domesti...
This open book examines recent advances in how artificial intelligence (AI) and robotics have elicited widespread debate over their benefits and drawbacks for humanity. The emergent technologies have for instance implications within medicine and health care, employment, transport, manufacturing, agriculture, and armed conflict. While there has been...
This open book explores how biometric data is increasingly flowing across borders in order to limit, control and contain the mobility of selected people, namely criminalized populations. It introduces the concept of bio-bordering, using it to capture reverse patterns of bordering and ordering practices linked to transnational biometric data exchang...
This open book carefully explores the relationship between social democracy and its working-class electorate in Western Europe. Relying on different indicators, it demonstrates an important transformation in the class basis of social democracy. At the beginning of the twenty-first century, the working-class vote is strongly fragmented and social de...
This open book is among the first cross-disciplinary works about Manufacturing 4.0. It includes chapters about the technical, the economic, and the social aspects of this important phenomenon. Together the material presented allows the reader to develop a holistic picture of where the manufacturing industry and the parts of the society that depend ...
This open book adopts a rights-based approach to shed light on the different legal and policy instruments that have been developed to implement circular migration policies in the EU, and their consequences for the rights of migrant workers. It contributes to the understanding of the meaning of this concept in general and in the EU, as well as speci...
HTML, a shorthand for Hyper Text Markup Language, is one of the most fundamental building blocks of the Web.
This handbook is aimed at a vast audience.
- First, the beginner. I explain HTML from zero in a succinct but comprehensive way, so you can use this book to learn HTML from the basics.
- Then, the professional. HTML is often considered l...
Climate change negotiations have failed the world. Despite more than thirty years of high-level, global talks on climate change, we are still seeing carbon emissions rise dramatically. This edited volume, comprising leading and emerging scholars and climate activists from around the world, takes a critical look at what has gone wrong and what is to...
The fact that current compact cameras produce good (or at least, adequate) pictures in most photographic situations is at the root of this book. The main aim of the book is to show how such a camera can be operated and its controls tweaked to cover many different photographic conditions and requirements. (To put it another way, the chief goal of th...
In Paris in the Dark Eric Smoodin takes readers on a journey through the streets, cinemas, and theaters of Paris to sketch a comprehensive picture of French film culture during the 1930s and 1940s. Drawing on a wealth of journalistic sources, Smoodin recounts the ways films moved through the city, the favored stars, and what it was like to go to th...
Computer Networks: A Systems Approach, Sixth Edition, explores the key principles of computer networking, using real world examples from network and protocol design. Using the Internet as the primary example, this best-selling classic textbook explains various protocols and networking technologies. The systems-oriented approach encourages students ...
Creative Scala is aimed at developers who have no prior experience in Scala. It is designed to give you a fun introduction to functional programming. We assume you have some familiarity with another programming language but little or no experience with Scala or other functional languages.
We have three goals with this book:
1. To give an introd...
This is an image processing textbook with a difference. Instead of just a picture gallery of before-and-after images, we provide (on the accompanying website) MATLAB programs (.m files) and images (.mat files) for each of the examples. These allow the reader to experiment with various parameters, such as noise strength, and see their effect on the ...
In this book, you'll build a working web application so you'll gain hands-on experience. Along the way, you'll practice techniques used by professional Rails developers. And I'll help you understand why Rails is a popular choice for web development.
Read Book One to get the big picture that's missing from other tutorials...