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The Art of Randomness

Even though the ancient civilizations understood randomness (and philosophized about its role in the universe, causality, and free will), they did not possess the understanding of probabilistic behavior and long-term frequencies. In fact, it wasn’t until the Renaissance that scientists started treating chance with rigor.

Probabilistic Deep Learning

All three of us, the authors, have a background in statistics. We started our journey in DL together in 2014. We got so excited about it that DL is still in the center of our professional lives. DL has a broad range of applications, but we are especially fascinated by the power of combining DL models with probabilistic approaches as used in statistics. In our experience, a deep understanding of the potential of probabilistic DL requires both insight into the underlying methods and practical experience. Therefore, we tried to find a good balance of both ingredients in this book.

Writing a C Compiler

When we talk about how programming languages work, we tend to borrow metaphors from fantasy novels: compilers are magic, and the people who work on them are wizards. Dragons may be involved somehow. But in the day-to-day lives of most programmers, compilers behave less like magical artifacts and more like those universal translator earpieces from science fiction.

Deep Reinforcement Learning in Unity

Machine learning has been instrumental in shaping the scope of technology since its inception. ML has played an important role in the development of things such as autonomous vehicles and robotics. Deep reinforcement learning is that field of learning where agents learn with help of rewards—a thought which has been derived from nature. Through this book, the author tries to present the diversity of reinforcement learning algorithms in game development as well as in scientific research.

Developing a Computer Operating System from Scratch

Most of the operating system are split into two main components which are the kernel and the shell. Kernel of an operating system is what communicates with the hardware, manages memory etc and do all other main stuff etc… The main aim of the kernel is to provide an abstration level to the shell of that operating system which is the software that the user directly communicates with.

IT Risk Management Guide

This document describes the contents of the Risk Management Guide. The information found within the Guide is based on the ITIL Version 3 framework, focusing on the processes of Information Security Management and IT Service Continuity Management. In addition, to these processes are the methodologies supported by ITIL Version 3 e.g. M_o_R and CRAMM which are considered ‘best practice’ all over the world.

Distributed Tracing in Practice

If you’re reading this book, you may already have some idea what the words dis‐ tributed tracing mean. You may also have no idea what they mean—for all we know, you’re simply a fan of bandicoots (the animal on the cover). We won’t judge, promise. Either way, you’re reading this to gain some insight into what distributed tracing is, and how you can use it to understand the performance and operation of your micro‐services and other software. With that in mind, let’s start out with a simple definition.

Service management: operations, strategy, information technology

The book is written in an engaging literary style, makes extensive use of examples, and is based on the research and consulting experience of the authors. Part One begins with a discussion of the role of services in an economy. We first look at the historical evolution of societies based on economic activity and conclude with a discussion of the emerging experience economy.

The Security Risk Assessment Handbook

This book contains information obtained from authentic and highly regarded sources. Reprinted material is quoted with permission, and sources are indicated. A wide variety of references are listed. Reasonable efforts have been made to publish reliable data and information, but the author and the publisher cannot assume responsibility for the validity of all materials or for the consequences of their use.

Global Health Informatics

his book and the individual contributions contained in it are protected under copyright by the Publisher (other than as may be noted herein). No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying, recording, or any information storage and retrieval system, without permission in writing from the publisher.

Key Account Management

All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means—electronic, mechanical, photocopy, recording, or any other except for brief quotations, not to exceed 400 words, without the prior permission of the publisher.

Web Development on Netlify

Netlify is all about bringing different technologies together, making your web projects not just possible but also powerful and painless. I’m thrilled to take you through the ins and outs of what makes the platform stand out and how it can supercharge your web apps.

Programming Backend with Go

You have arrived at "Programming Backend with Go." Hi! I'm Julian Braun, and I can't wait to show you all the cool stuff about Go backend development. Working with Go for many years has shown me how effective and efficient it is for building scalable, high-performance backend systems. I hope that this book will be useful to you whether you are an experienced developer or just getting your feet dipped in the world of backend programming. The Google Go language, also known as Golang, is known for its simplicity, efficiency, and dependability.

Ultimate Snowflake Architecture for Cloud Data Warehousing

The Snowflake database revolutionized cloud-based databases with its unique hybrid of shared disk and shared-nothing architectures, paving the way for a rather groundbreaking approach that has become a solution for many organizations that were tied to service providers who provided a coupled compute and storage solution.

The DevOps Journey: Navigating the Path to Seamless Software Delivery (1st ed.)

Software development has undergone a significant evolution over the years, shaped by technological advancements, changing business demands, and the need for more efficient and agile processes. This evolution has ultimately led to the emergence of DevOps as a critical approach to software engineering.

Information Technology and Organizational Transformation

All rights reserved. No part of this publication may be reproduced in any material form (including photocopying or storing in any medium by electronic means and whether or not transiently or incidentally to some other use of this publication) without the written permission of the copyright holder except in accordance with the provisions of the Copyright, Designs and Patents Act 1988 or under the terms of a licence issued by the Copyright Licensing Agency Ltd, 90 Tottenham Court Road, London, England W1T 4LP.