Litgu.ru - Литературный Гуру

Название: The Python Advantage: Python for Excel in 2024
Автор: Hayden Van Der Post, Johann Strauss
Издательство: Reactive Publishing
Год: 2024
Страниц: 214
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

In the fast-paced world of technology and data-driven decision-making, having a competitive edge is crucial. "The Python Advantage" is your comprehensive guide to harnessing the immense power of Python programming to gain a strategic advantage in your career and everyday life. This book is your key to unlocking the limitless possibilities that Python offers. Whether you're a seasoned programmer or a complete novice, "The Python Advantage" takes you on a journey from the basics to advanced applications, making Python accessible to all. In today's dynamic world of data analysis, Python has become an essential tool for those looking to work with and understand extensive datasets, especially within Excel. To begin this journey effectively, it's crucial to first understand the core principles that form the foundation of Python. This understanding is not just about learning a programming language; it's about equipping yourself with the skills to harness Python's capabilities in data manipulation and interpretation. Python's syntax, renowned for its simplicity and readability, is designed to be easily understandable, mirroring the human language more closely than many of its programming counterparts. This attribute alone makes it a worthy companion for Excel users who may not have a background in computer science. Variables in Python are akin to cells in an Excel spreadsheet—containers for storing data values. However, unlike Excel, Python is not confined to rows and columns; its variables can hold a myriad of data types including integers, floating-point numbers, strings, and more complex structures like lists and dictionaries.

Название: Pro Deep Learning with TensorFlow 2.0: A Mathematical Approach to Advanced Artificial Intelligence in Python, Second Edition
Автор: Santanu Pattanayak
Издательство: Apress
Год: 2023
Страниц: 667
Язык: английский
Формат: pdf (true)
Размер: 15.9 MB

This book builds upon the foundations established in its first edition, with updated chapters and the latest code implementations to bring it up to date with Tensorflow 2.0. Pro Deep Learning with TensorFlow 2.0 begins with the mathematical and core technical foundations of Deep Learning. Next, you will learn about convolutional neural networks, including new convolutional methods such as dilated convolution, depth-wise separable convolution, and their implementation. You’ll then gain an understanding of natural language processing in advanced network architectures such as transformers and various attention mechanisms relevant to natural language processing and neural networks in general. As you progress through the book, you’ll explore unsupervised learning frameworks that reflect the current state of Deep Learning methods, such as autoencoders and variational autoencoders.

Название: Unleashing The Power of ChatGPT: A Real World Business Applications
Автор: Charles Waghmare
Издательство: Apress
Год: 2024
Страниц: 152
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

Explore the role ChatGPT can play in business, including operations, marketing, sales, and delivery. This concise book illustrates how ChatGPT is changing the way individuals interact with machines and how you can take advantage of its capabilities for business. The book starts with an overview of ChatGPT and its impact in the realm of of conversational AI. You will then dive into the technical aspects of ChatGPT and gain an understanding of how machine learning algorithms and natural language processing work in the background. Various business applications of ChatGPT are then discussed, followed by how it can get integrated into your business operations. To wrap things up, you will gain insight into the data and privacy elements that need to be considered while using ChatGPT, and how to maintain its integrity. After completing this book, you will understand the ChatGPT framework and how to integrate it into your own ventures. For tech enthusiasts who are passionate about Artificial Intelligence (AI), machine learning, and human-machine interaction.

Название: Visual Studio Code for SAP
Автор: Leon Hassan
Издательство: SAP Press/Rheinwerk Publishing
Год: 2023
Страниц: 260
Язык: английский
Формат: pdf (true), epub (true)
Размер: 74.8 MB, 20.2 MB

Start programming your SAP applications in Visual Studio Code! This hands-on guide begins with an overview of how VS Code works and how it connects to your SAP systems. Then learn how to manage version control by integrating VS Code with Git. Follow step-by-step instructions to develop SAPUI5 web components, build applications with ABAP, create SAP Fiori apps using SAP Fiori elements, and work with the SAP Cloud Application Programming Model. Get everything you need to master this IDE!

Название: Mastering Bitcoin: Programming the Open Blockchain, 3rd Edition (Final)
Автор: Andreas M. Antonopoulos, David A. Harding
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 403
Язык: английский
Формат: pdf (true), epub (true)
Размер: 12.6 MB

Join the technological revolution that's taking the financial world by storm. Mastering Bitcoin is your guide through the seemingly complex world of Bitcoin, providing the knowledge you need to participate in the internet of money. Whether you're building the next killer app, investing in a startup, or simply curious about the technology, this revised and expanded third edition provides essential detail to get you started. All the code snippets can be replicated on most operating systems with a minimal installation of compilers and interpreters for the corresponding languages. Where necessary, we provide basic installation instructions and step-by-step examples of the output of those instructions. However, there are libraries in most popular programming languages that “wrap” the Bitcoin Core API in a way that makes this a lot simpler. We will use the python-bitcoinlib library to simplify API access. This library is not part of the Bitcoin Core project and needs to be installed the usual way you install Python libraries. Remember, this requires you to have a running Bitcoin Core instance, which will be used to make JSON-RPC calls. The Python script makes a simple getblockchaininfo call and prints the block parameter from the data returned by Bitcoin Core.

Название: Machine Learning and Data Mining Annual Volume 2023
Автор: Marco Antonio Aceves-Fernández, Andries Engelbrecht
Издательство: ITexLi
Год: 2023
Страниц: 132
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book offers a multifaceted perspective on Machine Learning and Data Mining. Whether you’re an experienced researcher or a newcomer, this collection is an essential resource for staying at the forefront of these dynamic and influential disciplines. The interest within the academic community regarding AI has experienced exponential growth in recent years. Several key factors have contributed to this surge in interest. Firstly, the rapid advancements in AI technologies have showcased their potential to revolutionize various fields, such as healthcare, finance, and transportation, sparking curiosity and enthusiasm among researchers and scholars. Secondly, the availability of vast amounts of data and computing power has enabled academics to delve deeper into AI research, exploring complex algorithms and models to tackle real-world problems. Additionally, the interdisciplinary nature of AI has encouraged collaboration among experts from diverse fields like Computer Science, neuroscience, psychology, and ethics, fostering a rich exchange of ideas and approaches.

Название: Algorithmic Essentials: Trading with Python: Your Comprehenive Guide for 2024
Автор: Hayden Van Der Post, Johann Strauss
Издательство: Reactive Publishing
Год: 2024
Страниц: 350
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"Algorithmic Essentials: Trading with Python" unlocks the dynamic world of algorithmic trading, offering a unique blend of practical insight and technical expertise. This book is a must-read for those eager to harness the power of Python in the fast-paced arena of financial markets. It guides readers from the fundamentals of algorithmic trading to the development of their own trading systems using Python. The pages of this book are filled with clear, step-by-step instructions and real-world examples. Beginners will appreciate the straightforward explanations, while experienced traders will find value in the advanced strategies and Python code snippets. Whether you're looking to refine your trading approach or starting from scratch, "Algorithmic Essentials: Trading with Python" provides the tools to create more efficient and effective trading algorithms. Dive into topics such as market data analysis, risk management, and backtesting strategies. Learn how to automate trades and make split-second decisions based on complex data, all through the power of Python. This book is your gateway to turning theoretical knowledge into tangible skills in algorithmic trading.

Название: Mastering MLOps Architecture: From Code to Deployment: Manage the production cycle of continual learning ML models with MLOps
Автор: Raman Jhajj
Издательство: BPB Publications
Год: 2024
Страниц: 286
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Harness the power of MLOps for managing real time Machine Learning project cycle. MLOps is the intersection of DevOps, data engineering and Machine Learning. Working in the field of machine learning is highly dependent on ever-changing data, whereas MLOps is needed to deliver excellent ML and AI results. This book provides a practical guide to MLOps for data scientists, data engineers, and other professionals involved in building and deploying Machine Learning systems. It introduces MLOps, explaining its core concepts like continuous integration and delivery for Machine Learning. It outlines MLOps components and architecture, providing an understanding of how MLOps supports robust ML systems that continuously improve. By covering the end-to-end Machine Learning pipeline from data to deployment, the book helps readers implement MLOps workflows. It discusses techniques like feature engineering, model development, A/B testing, and canary deployments. The book equips readers with knowledge of MLOps tools and infrastructure for tasks like model tracking, model governance, metadata management, and pipeline orchestration. Monitoring and maintenance processes to detect model degradation are covered in depth. With its comprehensive coverage and practical focus, this book enables data scientists, data engineers, DevOps engineers, and technical leaders to effectively leverage MLOps.

Название: Red Hat Ansible Automation Platform: Modernize your organization with automation and Infrastructure as Code
Автор: Luca Berton
Издательство: BPB Publications
Год: 2024
Страниц: 432
Язык: английский
Формат: epub (true)
Размер: 15.9 MB

Get enterprise framework for building and operating IT automation at scale, from networking to operations. This book equips you to revolutionize operations across Cloud Infrastructure, Applications, Networks, Containers, and Security. From foundational concepts to advanced strategies, the readers will navigate Ansible Automation intricacies, covering architecture, syntax, and installation scenarios, including single-machine setups and high-availability clusters. Authentication mastery encompasses Role-Based Access Controls (RBAC) and external authentication, ensuring a secure user management foundation. System administration intricacies, such as metrics, logging, performance monitoring, and backup strategies, are explored, providing readers with holistic insights. Application deployment takes center stage in this book, emphasizing creating Ansible playbooks and content, automating deployment processes, and managing container applications. The book explores hybrid cloud environments, integrating Ansible with Kubernetes to manage applications across major cloud providers. The concluding chapter encapsulates key learnings, offering a reflective mastery of the Ansible Automation Platform. This guide provides practical skills for designing, deploying, and orchestrating end-to-end automation. Ansible heavily relies on Python computer programming language and data types. Python has long been a popular choice for automation tasks, allowing users to write scripts and programs to automate various processes.

Название: DevOps Design Pattern: Implementing DevOps best practices for secure and reliable CI/CD pipeline
Автор: Pradeep Chintale
Издательство: BPB Publications
Год: 2024
Страниц: 388
Язык: английский
Формат: epub (true)
Размер: 14.2 MB

DevOps design, architecture and its implementations with best practices. DevOps design patterns encompass a set of best practices aimed at revolutionizing the software development lifecycle. It introduces a collaborative and streamlined approach to bring together different aspects of development, testing, deployment, and operations. At its core, DevOps seeks to break down traditional silos between these functions, fostering a culture of cooperation and continuous communication among teams. This interconnectivity enables faster, higher-quality software delivery by eliminating bottlenecks. DevOps best practices offer significant benefits to DevOps engineers, enhancing their effectiveness and efficiency. Examine best practices for version control and dynamic environments closely, learn how to "build once, deploy many," and master the art of continuous integration and delivery (CI/CD), reducing manual intervention and minimizing errors. Each chapter equips you with actionable insights, guiding you through automated testing, robust monitoring, and effective rollback strategies. You will confidently tap into the power of Infrastructure as Code (IaC) and DevSecOps methodologies, ensuring secure and scalable software delivery. Overall, DevOps best practices enable DevOps engineers to deliver high-quality, scalable, and secure software in a more streamlined and collaborative environment. For Software Developers, Software Architects, Infrastructure Engineers, Operation Engineers, Cloud Engineers, Quality Assurance (QA) Engineers, and all DevOps professionals across all experience levels to master efficient software delivery through proven design patterns.