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...
Author Dave Vickers provides a thorough guide to using Hadoop directly on Windows operating systems. From a conceptual overview to practical examples, Hadoop for Windows Succinctly is a valuable resource for developers....
Terms like container and Docker, unknown to Microsoft programmers until now, have recently become essential in technical discussions about the development, distribution, and management of our applications. Containers can solve some of programmers' everyday problems, but a challenge with them is managing their lifecycles and the communication a...
Crypto 101 is an introductory course on cryptography, freely available for programmers of all ages and skill levels.
Learn how to exploit common cryptographic flaws, armed with nothing but a little time and your favorite programming language.
Forge administrator cookies, recover passwords, and even backdoor your own random number generator....
Ruby is an easy to learn programming language, it was invented by a guy named Matz in Japan. Ruby is a free software and can be used by any one for zero cost. Ruby's popularity was initially confined to Japan, later it slowly trickled out to rest of the world. Things changed with the emergence of Ruby on Rails which is a popular web-developmen...
This book has extensive coverage of interfacing assembly and C code and so might be of interest to C programmers who want to learn about how C works under the hood. All the examples use the free NASM (Netwide) assembler. The tutorial only covers programming under 32-bit protected mode and requires a 32-bit protected mode compiler. It is possible to...
The Little Go Book is a free introduction to Google's Go programming language. It's aimed at developers who might not be quite comfortable with the idea of pointers and static typing. It's longer than the other Little books, but hopefully still captures that little feeling....
Even the best programmers make mistakes, and experienced programmer Mike Pirnat has made his share during 15+ years with Python. Some have been simple and silly; others were embarrassing and downright costly. In this O'Reilly report, he dissects some of his most memorable blunders, peeling them back layer-by-layer to reveal just what went wron...
Coronavirus - there's a new word you might have heard. You might hear people talking about it or you might hear it on the news. This word is the reason that you're not going to school. It is the reason you can't go outside very often or visit your friends. It might be the reason why the grown-up or grown-ups who look after you are at...
Rider is the new .NET-centric IDE from JetBrains. In Rider Succinctly, author Dmitri Nesteruk introduces it to developers and provides an overview on its origins, functions, and features. With this ebook, readers will be ready to begin developing using Rider....
When processing text files, the awk language is ideal for handling data extraction, reporting, and data-reformatting jobs. This practical guide serves as both a reference and tutorial for POSIX-standard awk and for the GNU implementation, called gawk. This book is useful for novices and awk experts alike.
In this thoroughly revised 5th edition, ...
In the face of challenges posed by a shifting digital media landscape, an array of international bodies continue to endorse public service media (PSM) as an essential component of democratisation. Yet how can PSM achieve viability in settings where models of media independence and credibility are unfamiliar or rejected by political leaders?
The ...
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...
Conferences, meet-ups, and user groups are an enormous part of both cultivating a developer community and continuing education in the industry. The stars of such events aren't the free food or the giveaways - they're the speakers, the ones who effectively and efficiently communicate something of value to attendees. In Public Speaking for ...
W3.CSS is a free, no-license CSS framework you can use to produce responsive websites that work across all common browsers and devices. W3.CSS is small and simple to learn, and is a worthwhile contender to consider when deciding on a CSS framework. In W3.CSS Succinctly, Joseph Booth will take you through using features such as containers and helper...
TensorFlow is a free and open-source software library for machine learning. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks.
This book is a somewhat intermediate-level introduction to Tensorflow 2. We will eventually cover everything tf.keras, but no so fast until we implemented t...
A cultural change in the Renaissance freed talented European writers to compose letters rivalling the finest that survived from ancient Rome. This book traces the lives and outlooks of distinguished Britons as revealed in their correspondence. The subjects range from the fierce satirist Jonathan Swift to the long-lived, all-observing Horace Walpole...
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...
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...
A study of Internet blocking and filtering around the world: analyses by leading researchers and survey results that document filtering practices in dozens of countries.
Many countries around the world block or filter Internet content, denying access to information that they deem too sensitive for ordinary citizens - most often about politics, b...
Internet filtering, censorship of Web content, and online surveillance are increasing in scale, scope, and sophistication around the world, in democratic countries as well as in authoritarian states. The first generation of Internet controls consisted largely of building firewalls at key Internet gateways; China's famous "Great Firewall o...
This is a small project that aims to gather some knowledge about game development and make it available to everyone.
As well as being a source of knowledge this project aims to be a learning experience for everyone involved too, by gathering contributions from the community, teaching others how to make a game, teaching algorithms but also learni...
The Internet Myth retraces and challenges the myth laying at the foundations of the network ideologies - the idea that networks, by themselves, are the main agents of social, economic, political and cultural change. By comparing and integrating different sources related to network histories, this book emphasizes how a dominant narrative has extensi...
Welcome to Writing Unleashed, designed for use as a book in first-year college composition programs, written as an extremely brief guide for students, jam-packed with teachers' voices, students' voices, and engineered for fun....
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...
Join us in the quest for building games for Firefox OS, the new mobile operating system by Mozilla. Empowered by this books practical approach you will learn thru examples how to develop a full game from the beginning all the way to the distribution in the Firefox Markeplace....
Learn how easy and quick it is to develop applications for Firefox OS, the new mobile operating system by Mozilla. Empowered by this books practical approach you will learn thru examples how to develop apps from the beginning all the way to the distribution in the Firefox Markeplace....
If you've toyed with Linux and never really caught on to what's happening or have used a graphical interface without really touching the command line this book is for you.
The idea is to get you started on the process of using some of the commands available in Linux so that you: Feel comfortable running commands; You understand a littl...
Additive manufacturing or 3D printing, manufacturing a product layer by layer, offers large design freedom and faster product development cycles, as well as low startup cost of production, on-demand production and local production. In principle, any product could be made by additive manufacturing. Even food and living organic cells can be printed. ...
When running a web application or service, there are three crucial elements to keep tabs on: availability, performance, and usage. A wide variety of technologies are available to monitor these things, but one that stands apart is Application Insights, a developer tool available through the Microsoft Azure cloud platform. In Application Insights Suc...
Irresponsible ownership of data is the cause of many leaked emails, data, and other damaging information. Securing a user's personal information is the job of software developers. If you, as a developer, can decrypt the information stored in the database of the system you are working on, then so can anyone else. In Cryptography in .NET Succinc...