Название: Graph Algorithms for Data Science (MEAP v8)
Автор: Tomaz Bratanic
Издательство: Manning Publications
Год: 2023
Страниц: 412
Язык: английский
Формат: pdf, epub
Размер: 21.9 MB

Graphs are the natural way to understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with practical examples and concrete advice on implementation and deployment. Graph Algorithms for Data Science teaches you how to construct graphs from both structured and unstructured data. You’ll learn how the flexible Cypher query language can be used to easily manipulate graph structures, and extract amazing insights.

Название: Think Like a Software Engineering Manager (MEAP v6)
Автор: Akanksha Gupta
Издательство: Manning Publications
Год: 2023
Страниц: 458
Язык: английский
Формат: pdf, epub
Размер: 11.3 MB

Unlock your full potential as an effective, efficient, and inspiring leader, and be the software engineering manager that your team deserves! A superb software engineering manager needs to wear many hats: amazing communicator, effective decision maker, thoughtful mentor, and, of course, technical expert. This book helps you build your strengths and shore up your weaknesses so you can lead a productive team that consistently delivers quality software. Think Like a Software Engineering Manager covers the three pillars of software leadership success: people, product, and process. You’ll start with the core concepts of employee management, including handling performance, effective hiring, and when you need to delegate. You’ll quickly progress to the secrets of delivering large scale projects, implementing DevOps, and managing change—everything you need to lead like a pro. Anecdotes and stories from experts in industry give you insider knowledge you won’t find anywhere else. Plus, exercises at the end of each chapter help solidify your understanding and prepare you for success in the role.

Название: Hands-On Kubernetes, Service Mesh and Zero-Trust: Build and manage secure applications using Kubernetes and Istio
Автор: Swapnil Dubey, Mandar J. Kulkarni
Издательство: BPB Publications
Год: 2023
Страниц: 376
Язык: английский
Формат: pdf (true)
Размер: 29.4 MB

​​Building and managing secure applications is a crucial aspect of modern software development, especially in distributed environments. Kubernetes and Istio, when combined, provide a powerful platform for achieving application security and managing it effectively. If you want to build and manage secure applications with ease, then this book is an ideal resource for you. The book extensively covers the building blocks of the Kubernetes orchestration engine, providing in-depth insights into key Kubernetes objects that can be effectively used for deploying containerized applications. It then focuses on all major Kubernetes constructs, offering guidance on their appropriate utilization in different scenarios, while emphasizing the significance of a Zero Trust architecture. Additionally, the book addresses important aspects such as service discovery, optimized logging, and monitoring, which play a critical role in managing distributed applications. It also incorporates essential concepts from Site Reliability Engineering and enabling engineering teams, to proactively meeting Service Level Agreements and attaining operational readiness. In the final section, the book takes a deep dive into Service Mesh, with a special focus on harnessing the strength of Istio as a powerful tool. By the end of the book, you will have the knowledge and skills to effectively build, deploy, and manage secure applications using Kubernetes and Istio.

Название: Mastering Cloud-Native Microservices: Designing and implementing Cloud-Native Microservices for Next-Gen Apps
Автор: Chetan Walia
Издательство: BPB Publications
Год: 2023
Страниц: 352
Язык: английский
Формат: pdf (true)
Размер: 24.6 MB

Microservices-based cloud-native applications are software applications that combine the architectural principles of microservices with the advantages of cloud-native infrastructure and services. If you want to build scalable, resilient, and agile software solutions that can adapt to the dynamic needs of the modern digital landscape, then this book is for you. This comprehensive guide explores the world of cloud-native microservices and their impact on modern application design. The book covers fundamental principles, adoption frameworks, design patterns, and communication strategies specific to microservices. It then emphasizes on the benefits of scalability, fault tolerance, and resource utilization. Furthermore, the book also addresses event-driven data management, serverless approaches, and security by design. All in all, this book is an essential resource that will help you to leverage the power of microservices in your cloud-native applications. By the end of the book, you will gain valuable insights into building scalable, resilient, and future-proof applications in the era of digital transformation.

Название: Building Modern GUIs with Tkinter and Python: Building user-friendly GUI applications with ease
Автор: Saurabh Chandrakar, Nilesh Bhaskarrao Bahadure
Издательство: BPB Publications
Год: 2023
Страниц: 366
Язык: английский
Формат: pdf (true)
Размер: 25.4 MB

Are you looking to create stunning graphical user interfaces (GUIs) using Python? Look no further. This comprehensive guide will take you on a journey through the powerful capabilities of Tkinter, Python's standard GUI library. This comprehensive guide explores the power of Python's Tkinter library. This book covers various classes of GUI widgets, including buttons, input fields, displays, containers, and item widgets. It teaches you how to create interactive and visually appealing user interfaces, handle file selection, gather widget information, and trace changes. Additionally, it includes a hands-on project on creating a user login system using Tkinter and sqlite3 database. Whether you're a beginner or an experienced developer, this book will empower you to build professional and intuitive GUI applications effortlessly. The purpose of this book is to introduce readers with little to no programming experience, to Python Graphical User Interface (GUI). A GUI application can be created in any programming language, say VB.Net, C#.Net etc. In this book, we shall see how to create a GUI application using Python Tkinter library. We will provide the readers with the foundational knowledge and skills which is required to start writing code for creating any desktop GUI app in Python language. By mastering Python Tkinter library, readers will be able to apply this technology to solve real-world problems and create various useful applications according to their needs. By the end of the book, you will have gained knowledge and skills in creating modern user interfaces using the Tkinter Python library.

Название: Pandas Workout (MEAP v14)
Автор: Reuven M. Lerner
Издательство: Manning Publications
Год: 2023
Страниц: 681
Язык: английский
Формат: pdf , epub
Размер: 22.2 MB

Practice makes perfect Pandas. Work out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks. Many people use NumPy — but “pandas” extends NumPy, providing additional functionality that makes it easy, and even fun, to do data analysis. You can think of “pandas” as an automatic transmission, compared with NumPy’s manual transmission. Both work, but “pandas” makes it easier, and allows us to think at a higher level of abstraction. The thing is, “pandas” uses data structures that look and act different from regular Python data structures. And many of the classic techniques for working with Python are a bad idea with “pandas”. So learning what you should (and shouldn’t) do with “pandas” can take some time, even if you’re an old hand with Python. This book contains 50 main exercises, and another 150 smaller exercises, aimed at helping you become more fluent with “pandas” through these sorts of hands-on challenges. The solution will usually be very short, often involving one line of code. But figuring out what to write, and which of the many possible “pandas” techniques is most applicable, can take some time.

Название: Beginning Helidon: Building Cloud-Native Microservices and Applications
Автор: Dmitry Kornilov, Daniel Kec, Dmitry Aleksandrov
Издательство: Apress
Год: 2023
Страниц: 480
Язык: английский
Формат: pdf
Размер: 10.2 MB

Learn how to build cloud-native microservices with Helidon - an open-source Java framework from Oracle. This book will show you how to take full advantage of the cloud by optimizing applications with fast start times, low memory consumption, and a small disk footprint. The open-source Helidon framework provides all that, and more. It’s based on Java 17, giving you full access to new code features. This book reveals how Helidon also supports modern enterprise Java standards such as MicroProfile. Plus, you'll see how Helidon lets you use GraalVM to build lightning-fast native executables, and its unique reactive layer allows you to develop efficient low-level APIs. Each chapter in the book teaches a new Helidon concept through practical examples based on real-life use-cases. You’ll learn how to add observability and security to your microservices, how to work with databases, and call other services. You'll also look at all MicroProfile 5.0 platform specifications as well as some stand-alone specs such as Messaging and Long Running Actions. Best of all, everything covered in this book makes it a great study guide for the upcoming Oracle Helidon certification - the perfect way to prove your new skills to a prospective employer! For developers and architects who want to start developing cloud-native applications; developers who already use different Java framework and want to learn about Helidon; those interested in developing portable applications using MicroProfile and Jakarta EE.

Название: C++ & Python for Beginners - 15th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Язык: английский
Формат: pdf
Размер: 41.8 MB

Изучение основ Python и C++ является отличным выбором для расширения навыков программирования. Оба эти языка широко используются во многих сферах, включая веб-разработку, анализ данных, искусственный интеллект, игровую разработку и многое другое. Python - это высокоуровневый, интерпретируемый язык программирования, который имеет простый и понятный синтаксис. Он известен своей эффективностью и удобством в использовании. Python также обладает богатым набором библиотек, которые делают его идеальным для решения различных задач. C++ - это компилируемый язык программирования, который обеспечивает более низкоуровневый доступ к ресурсам компьютера. Он широко используется для разработки приложений, требующих высокой производительности и низкого уровня абстракции. В процессе изучения рекомендуется практиковаться, создавая собственные программы и решая задачи. Это поможет вам применить полученные знания на практике и улучшить свои навыки программирования.

Название: Effective Machine Learning Teams: Best Practices for ML Practitioners (Fifth Early Release)
Автор: David Tan, Ada Leung
Издательство: O’Reilly Media, Inc.
Год: 2023-07-18
Страниц: 296
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists and ML engineers will learn how to bridge the gap between data science and Lean software delivery in a practical and simple way. David Tan and Ada Leung from Thoughtworks show you how to apply time-tested software engineering skills and Lean delivery practices that will improve your effectiveness in ML projects. Based on the authors' experience across multiple real-world data and ML projects, the proven techniques in this book will help teams avoid common traps in the ML world, so you can iterate more quickly and reliably. With these techniques, data scientists and ML engineers can overcome friction and experience flow when delivering machine learning solutions.

Название: Machine Learning with Python: Theory and Implementation
Автор: Amin Zollanvari
Издательство: Springer
Год: 2023
Страниц: 457
Язык: английский
Формат: pdf (true)
Размер: 39.1 MB

This book is meant as a textbook for undergraduate and graduate students who are willing to understand essential elements of Machine Learning from both a theoretical and a practical perspective. The choice of the topics in the book is made based on one criterion: whether the practical utility of a certain method justifies its theoretical elaboration for students with a typical mathematical background in engineering and other quantitative fields. As a result, not only does the book contain practically useful techniques, it also presents them in a mathematical language that is accessible to both graduate and advanced undergraduate students. The primary goal of this book is to provide, as far as possible, a concise systematic introduction to practical and mathematical aspects of Machine Learning algorithms. At the same time, throughout the book and in order to keep a balance between theory and practice, the theoretical introduction to each method is complemented by its Python implementation either in Scikit-Learn or Keras.