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Continuous Integration (CI) and Continuous Delivery (CD)

This book is a practical guide to designing and developing pipelines. The ambition is geared toward CI/CD, but the scope is a bit broader. As explained, no team can switch to “pure” CI/CD in an instant, so to accommodate these teams, the book also discusses workflows that include traditional branching strategies, for example.

Data Visualization

This book is a hands-on introduction to the principles and practice of looking at and presenting data using R and ggplot. R is a powerful, widely used, and freely available programming language for data analysis. You may be interested in exploring ggplot after having used R before or be entirely new to both R and ggplot and just want to graph your data. I do not assume you have any prior knowledge of R.

Data Quality Fundamentals

This book is for everyone who has suffered from unreliable data, silently or with muf‐ fled screams, and wants to do something about it. We expect that these individuals will come from data engineers, data analytics, or data science backgrounds, and be actively involved in building, scaling, and managing their company’s data pipelines.

Data Structure and Algorithms Using C++

This book was designed to serve as a textbook for undergraduate engineering students across all disciplines and postgraduate level courses in computer applications. Young researchers working on efficient data storage and related applications will also find it to be a helpful reference source to guide them in the newly established techniques of this rapidly growing research field.

Dependency Injection in .NET Core 2.0

This book is an approach to the implementation of Dependency Injection techniques across the new .NET Core 2.0 version. The designers of .NET Core implemented plenty of functionalities related to good practices and have followed the principles stated by Robert C. Martin (the SOLID principles) in distinct areas of this version.

Design and Implementation of the MTX Operating System

This book is about the design and implementation of operating systems. An operating system (OS) is a set of programs and supporting files, which runs on a computer system to make the system convenient and easy to use. Without an operating system, a computer system is essentially useless. The study of operating systems involves a wide range of subject matters in computer science and computer engineering. These include computer architecture, computer programming and, most importantly, interface between computer software and hardware.

Learning the vi and Vim Editors

This book consists of 17 chapters and four appendixes, divided into four parts. Part I, “vi and Vim Fundamentals”, is designed to get you started using vi and Vim quickly, and to follow up with advanced skills that will let you use them effective.

Linux BIBLE (10th ed.)

The rest of this book provides you with hands-on activities to help you gain that expertise. Finally, I show you how to apply that expertise to cloud technologies, including automation tools, such as Ansible, and containerization orchestration technologies, such as Kubernetes and OpenShift.

Linux for Networking Professionals

This book is meant for anyone tasked with administering network infrastructure of almost any kind. If you are interested in the nuts and bolts of how things work in your network, this book is for you! You'll also find our discussion interesting if you are often left wondering how you will deliver the various services on your network that your organization needs, but might not have the budget to pay for commercial products. We'll cover how each of the Linux services we discuss works, as well as how you might configure them in a typical environment.

Graph-Powered Machine Learning

This book took more than three years to be released. It required a lot of work—definitely more than what I thought when this crazy idea hit my mind. At the same time, it has been the most exciting experience of my career up until now. (And, yes, I am planning a second book.) I enjoyed crafting this book, but it was a long journey. That’s why I’d like to thank quite a few people for helping me along the way

Hands-on Application Development using Spring Boot

This book will guide you on how to make the best use of the strength that Spring Boot provides. You’ll gain an understanding of how Spring Boot configuration works in conjunction with application development, including auto-configuration and overriding default configurations. You will learn to develop scalable, dependable microservices to accelerate the development lifecycle of a cloud-based application. Each chapter will walk you through the features of Spring Boot as a Software Development Framework, such as performing Create, Read, Update, and Delete (CRUD) operations on a database and securing web services with appropriate logging.

Inside Deep Learning Math, Algorithms, Models

This book is a compilation of my knowledge in deep learning. It covers all the key topics I would like to be understood by an ideal candidate I would hire. These include a breadth of topic areas so you can begin to recognize and reuse patterns, positioning you to be effective in any area. It is critical to me that the book provides more than rote “use this model for this kind of problem” instruction. This book delves into why and how different models are selected. Hopefully, once you have finished reading this book,you will understand how the interplay between math, code, and intuition is built and grown, so you will be equipped to keep abreast of new developments in the field.

Machine Learning With Applications In Information Security

For the past several years, I’ve been teaching a class on “Topics in Information Security.” Each time I taught this course, I’d sneak in a few more machine learning topics. For the past couple of years, the class has been turned on its head, with machine learning being the focus, and information security only making its appearance in the applications. Unable to find a suitable textbook, I wrote a manuscript, which slowly evolved into this book.

Linux Device Driver Development

This book will begin with two chapters that will help you understand the basics of drivers and prepare you for the long journey through the Linux kernel. This book will then cover driver development based on Linux subsystems, such as memory management, industrial input/output (IIO), general-purpose input/output (GPIO), interrupt request (IRQ) management, and Inter-Integrated Circuit (I2C) and Serial Peripheral Interface (SPI). The book will also cover a practical approach to direct memory access and register map abstraction.

Machine Learning Engineering in Action

This book doesn’t aim to be a guide to applied ML. We’re not going to be covering algorithms or theories on why one model is better than another for a particular use case, nor will we delve into all the details to solve individual problems. Rather, this book is a guide to avoid the pitfalls that I’ve seen so many teams fall into (and ones that I’ve had to claw my way out of as a practitioner). It is a generalized approach to using DS techniques to solve problems in a way that you, your customers (the internal ones at your company), and your peers will not regret. It’s a guide to help you avoid making some of the really stupid mistakes that I’ve made.

Biologiya va genetika

Qo'llanmadan biologiya faniga, genetikaga qiziquvchi oquvchilar, oliy o'quv yurtiga kirish imtihonlariga hozirlanayotgan abituriyentlar hamda o'qituvchilar foydalanishlari mumkin.