Название: Machine Learning Hero: Master Data Science with Python Essentials: Machine Learning with Python Hands-On Guide from Beginner to Expert (Mastering the AI Revolution Book 1)
Автор: Cuantum Technologies
Издательство: Cuantum Technologies
Год: October 6, 2024
Страниц: 614
Язык: английский
Формат: True PDF, True EPUB
Размер: 27.3 MB

Become a Machine Learning Hero and Master Data Science with Python. In a world driven by data, mastering Machine Learning is your key to unlocking new opportunities and solving complex problems. Whether you're a beginner or a professional looking to sharpen your skills, Machine Learning Hero: Master Data Science with Python Essentials is your guide to becoming proficient in Machine Learning and Data Science. This book provides a step-by-step journey into Data Science using Python, giving you the tools and knowledge to solve real-world problems confidently. Machine Learning is no longer confined to the academic world or high-tech companies. It is being applied everywhere—from healthcare and finance to marketing and beyond. The question is: How can you, as an aspiring Machine Learning hero, harness this power and master the essential tools that turn data into gold? The answer lies in learning both the foundational concepts of Machine Learning and the Python programming language, which is the go-to language for Machine Learning and Data Science today.

Название: Python For Web Development Wizardry
Автор: Declan Ashford
Издательство: Independently published
Год: 2024
Формат: pdf, epub
Страниц: 414
Размер: 37,66 Мб
Язык: английский

Are you ready to transform your Python skills into web development mastery? Python Web Development Wizardry: From Front-End Design to Back-End Development, Unlock the Full Potential of Python in Creating Dynamic Websites is your comprehensive guide to building powerful, modern web applications using Python.

Название: Web Browser Engineering
Автор: Pavel Panchekha, Chris Harrelson
Издательство: Oxford University Press
Год: 2025
Страниц: 529
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

A working or budding software engineer always benefits from deeply understanding the platform their code runs on, and web browsers are the most common and widely-used platform there is. This book is the essential description of how they work and how that impacts web developers and other software engineers whose work touches the web. Readers of Web Browser Engineering will join the authors in building their own web browser, including rich visual effects, multithreaded architecture, jаvascript APIs, and comprehensive security policies. Web browser engines are filled with unique challenges, interesting algorithms, and clever optimizations. Building a browser is both easy and incredibly hard, both intentional and accidental, and everywhere you look, you see the evolution and history of the web wrapped up in one codebase. It's both fun, and endlessly interesting. The code in this book uses Python 3, and we recommend you follow along in the same. When the book shows Python command lines, it calls the Python binary python3. That said, the text avoids dependencies where possible and you can try to follow along in another language. Make sure your language has libraries for TLS connections (Python has one built in), graphics (the text uses Tk, Skia, and SDL), and jаvascript evaluation

Название: Data Pipelines with Apache Airflow, Second Edition (MEAP v9)
Автор: Julian de Ruiter, Ismael Cabral, Kris Geusebroek, Daniel van der Ende, Bas Harenslak
Издательство: Manning Publications
Год: 2025
Страниц: 401
Язык: английский
Формат: pdf (true), epub
Размер: 56.2 MB

Simplify, streamline, and scale your data operations with data pipelines built on Apache Airflow. Apache Airflow provides a batteries-included platform for designing, implementing, and monitoring data pipelines. Building pipelines on Airflow eliminates the need for patchwork stacks and homegrown processes, adding security and consistency to the process. Now in its second edition, Data Pipelines with Apache Airflow teaches you to harness this powerful platform to simplify and automate your data pipelines, reduce operational overhead, and seamlessly integrate all the technologies in your stack. This book focuses on Apache Airflow, a batch-oriented framework for building data pipelines. Airflow’s key feature is that it enables you to easily build scheduled data pipelines using Python, while also providing many building blocks that allow you to stitch together the many different technologies encountered in modern technological landscapes. For DevOps, data engineers, Machine Learning engineers, and sysadmins with intermediate Python skills.

Название: Learn Docker in a Month of Lunches, Second Edition (MEAP v4)
Автор: Elton Stoneman
Издательство: Manning Publications
Год: 2025
Страниц: 537
Язык: английский
Формат: pdf (true)
Размер: 73.2 MB

Just the Docker you need to know in 22 bite-sized lessons! No matter what role you have in IT, you’re likely to touch Docker at some point. Whether you’re deploying a pre-built application, creating a secure test environment, or packaging components in a microservices system, Docker provides a straightforward system for bundling all the pieces together in a safe, portable “container” you can drop wherever it’s needed. In this freshly-revised bestseller, Docker expert Elton Stoneman guides through using containers for cloud migration, microservices, and handling legacy systems–all in 22 short lessons you can complete on your lunch break. The samples are all guaranteed to work on any Linux, Windows, or Mac system. You’ll explore building and running Docker apps in Go, Java, Node, and .NET, adding observability with monitoring dashboards, running databases in containers, running containers in the cloud, and migrating legacy systems to Docker. There's even a primer on using Kubernetes to manage your containers! For readers from any technical background—developers, admin, and DevOps all welcome!

Название: Apache Kafka in Action: From basics to production
Автор: Alexander Kropp, Anatoly Zelenin
Издательство: Manning Publications
Год: 2025
Страниц: 370
Язык: английский
Формат: pdf (true)
Размер: 68.0 MB

Apache Kafka, start to finish. Apache Kafka in Action: From basics to production guides you through the concepts and skills you’ll need to deploy and administer Kafka for data pipelines, event-driven applications, and other systems that process data streams from multiple sources. Authors Anatoly Zelenin and Alexander Kropp have spent years using Kafka in real-world production environments. In this guide, they reveal their hard-won expert insights to help you troubleshoot common Kafka challenges. Delving deeper into the various aspects of development for Kafka would fill an entire book, but because this book isn’t a developer’s guide, we’ll only briefly go into the most important details. For the sake of clarity, we mostly use Python in our code examples. In Java and other programming languages, the basic concepts for communicating with Kafka are very similar. For IT operators, software architects and developers. No experience with Kafka required.

Название: Mastering Asynchronous Network Programming with Python
Автор: Andrew M. Jones
Издательство: Andrew M. Jones
Год: 2024
Формат: pdf
Страниц: 162
Размер: 12,70 Мб
Язык: английский

Elevate Your Python Network Applications with Asynchronous Programming. Today's users demand apps that load instantly. Traditional network programming often fails to deliver this, causing frustration. This book introduces you to asynchronous network programming in Python, a technique that helps you create apps that feel incredibly fast.

Название: Streamlit in Action: Pure Python web apps in minutes (MEAP v6)
Автор: Aneev D. Kochakadan
Издательство: Manning Publications
Год: 2025
Страниц: 445
Язык: английский
Формат: pdf (true), epub
Размер: 42.7 MB

Build amazing web apps with Streamlit and Python! The Streamlit framework empowers Python developers to build web applications quickly without writing a single line of HTML, CSS, or jаvascript. Streamlit in Action lays out everything you need to quickly transform your app ideas into fully-fledged web applications using nothing but Python and your imagination. There’s no need to switch stacks just to add a web front-end to a Python application. This easy to use, lightweight toolkit is perfect for putting a friendly UI on an AI model or creating an interactive data dashboard. Streamlit in Action teaches you how to build great web and front-ends using the Streamlit framework and Python. You'll start with the basics by creating a password validator and a simple to-do list app. Then, you’ll progressively build your skills all the way to developing an executive dashboard, an AI chatbot, and an LLM-based searchable knowledge base. You’ll love the crystal-clear explanations and the interesting hands-on projects as you develop your Streamlit skills step by step. For Python programmers. No web app or AI skills required.

Название: Prompt Engineering in Action (MEAP v4)
Автор: Naresh Vurukonda, Shivendra Srivastava
Издательство: Manning Publications
Год: 2025
Страниц: 244
Язык: английский
Формат: pdf (true), epub
Размер: 21.1 MB

Tested techniques for writing excellent AI prompts! Each LLM seems to have a mind of its own, and it can be challenging to get the exact results you want. Prompt Engineering in Action teaches you to write prompts that generate the text and code you want, regardless of the LLM you choose. In it, you’ll discover structured and reusable prompt patterns that reduce hallucinations, customize LLMs to specific tasks, and improve the quality of your code generation. Prompt Engineering in Action teaches universal prompting principles, each illustrated with concise examples of a prompt in action. You’ll find more than just simple prompt-and-response methods. It goes beyond the basics of prompting to explore reusability, scaling for prompts, and managing stochastic responses. Dive into prompt patterns such as Persona, Game-Play, and Recipe patterns, and into emerging techniques such as Retrieval-Augmented Generation (RAG) and dynamic agents. You’ll soon be building solutions that are efficient, accurate, and highly adaptable for real-world applications. For readers familiar with the basics of working with LLMs.

Название: Refactoring to Rust (MEAP V10)
Автор: Lily Mara, Joel Holmes
Издательство: Manning Publications
Год: 2025
Страниц: 365
Язык: английский
Формат: pdf (true), epub
Размер: 17.1 MB

Get the speed and reliability of Rust libraries, functions, and high-performance features through incremental adoption without rewriting your codebase from scratch. Refactoring to Rust teaches you how to take advantage of Rust’s easy-to-use interoperating mechanisms. Learn practical code-mixing techniques like embedding Rust libraries into apps written in other languages. This practical guide emphasises techniques for incrementally refactoring performance-critical code to Rust while keeping the rest of your application in its original language. Refactoring to Rust teaches you to combine your favorite programming language with high-performance Rust code. You’ll augment programs with Rust hands-on with approachable examples like solving FizzBuzz with Rust’s pattern matching and gaining enormous runtime speedups to Python code. When you’re done, you’ll have mastered techniques for building Rust plugins you can apply to all kinds of existing software, from games to data tools.