Excel & Python For Engineering & Construction: Industry Guide to the application of Python and Excel

Автор: literator от 15-07-2024, 03:05, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Excel & Python For Engineering & Construction: Industry Guide to the application of Python and Excel
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 253
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Are you an aspiring engineer or construction professional looking to sharpen your digital toolkit and gain a competitive edge in your field? Look no further. "Excel & Python for Engineering and Construction" is your comprehensive guide to mastering two of the most essential tools in the world of engineering. This expertly crafted book is meticulously designed for the introductory to intermediate user, making it the ideal skill-building companion for professionals and students alike. We understand that not everyone starts as an expert, and that's why we've taken a hands-on, step-by-step approach to help you build your proficiency from the ground up. Whether you're just starting your engineering journey or are a seasoned pro seeking to broaden your skill set, this book offers something for everyone. Excel and Python Integration: Discover the magic of combining these two powerful tools. Use Excel for data organization and visualization, while Python handles advanced data analysis and automation.
 

AI in Clinical Practice: A Guide to Artificial Intelligence and Digital Medicine

Автор: literator от 15-07-2024, 02:32, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: AI in Clinical Practice: A Guide to Artificial Intelligence and Digital Medicine
Автор: Giampaolo Collecchia, Riccardo De Gobbi
Издательство: Academic Press/Elsevier
Год: 2024
Страниц: 180
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

AI in Clinical Practice: A Guide to Artificial Intelligence and Digital Medicine explains how Artificial Intelligence (AI) is applied to medicine, illustrating not only its enormous potential but also ancillary issues and the limits and risks inherent in its use on a large scale. The book focuses on the intersection between medicine and AI and its implications on the impact of human health care delivery. Topics discussed include wearable devices, health data, Internet of Things, virtual reality, robotic assistance system, and digital intelligence in the health sector. Additionally, sections discuss diagnostics and decision-making systems and machine/deep learning in clinical setting. This is a valuable resource for clinicians, researchers, students and members of the biomedical and medical fields who want to learn more about the use of AI to improve patient care.
 

Python Finance: Harnessing the Power of Python for Financial Analysis and Investment Strategies

Автор: literator от 14-07-2024, 18:53, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Python Finance: Harnessing the Power of Python for Financial Analysis and Investment Strategies: A Comprehensive Guide for 2024
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 615
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Unlock the full potential of Python in the world of finance with Python Finance: Harnessing the Power of Python for Financial Analysis and Investment Strategies. This comprehensive guide is your gateway to mastering the powerful capabilities of Python to revolutionize financial analysis and investment strategies. Authored by Hayden Van Der Post, a seasoned financial analyst and Python expert, this book provides a step-by-step approach to utilizing Python's robust libraries and tools to streamline financial data analysis, automate trading strategies, and enhance investment decision-making. In recent years, Python has emerged as the programming language of choice for quantitative analysts and financial engineers. Its simplicity, readability, and extensive library ecosystem make it ideal for developing and implementing quantitative models. Python's libraries, such as NumPy, Pandas, and SciPy, provide powerful tools for numerical computation, data analysis, and visualization, enabling quants to prototype and deploy models rapidly. Moreover, Python’s integration with other technologies, such as Machine Learning and Big Data platforms, allows for the development of sophisticated trading algorithms and risk management systems. Its versatility and ease of use have democratized access to quantitative finance, empowering a new generation of quants to innovate and explore. Whether you're a finance professional, a data scientist, or a programming enthusiast, Python Finance equips you with the knowledge and skills to stay ahead in the fast-paced world of finance. Transform your approach to financial analysis and investment with the cutting-edge techniques and insights found in this essential resource.
 

R programming language For Beginners: Learn R Programming Language Tutorial

Автор: literator от 14-07-2024, 12:16, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: R programming language For Beginners: Learn R Programming Language Tutorial
Автор: Kavi & Shila
Издательство: Kavi & Shila Book Publication House
Год: 2024
Страниц: 226
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Whether you're a student, researcher, or just someone curious about data, R programming can be your key to unlocking valuable insights. This book is designed to take you on a step-by-step journey from R novice to confident user. R is a programming language and software environment for statistical analysis, graphics representation and reporting. R was created by Ross Ihaka and Robert Gentleman at the University of Auckland, New Zealand, and is currently developed by the R Development Core Team. The core of R is an interpreted computer language which allows branching and looping as well as modular programming using functions. R allows integration with the procedures written in the C, C++, .Net, Python or FORTRAN languages for efficiency. R is freely available under the GNU General Public License, and pre-compiled binary versions are provided for various operating systems like Linux, Windows and Mac. R is free software distributed under a GNU-style copy left, and an official part of the GNU project called GNU S. R is a programming language and software environment for statistical analysis, graphics representation and reporting. As a conclusion, R is the world's most widely used statistical programming language. It's the # 1 choice of data scientists and supported by a vibrant and talented community of contributors. R is taught in universities and deployed in mission critical business applications. This tutorial will teach you R programming along with suitable examples in simple and easy steps.
 

Ansible DevOps Cookbook: End-to-end automation solutions including setup, playbooks, cloud services, CI/CD integration

Автор: literator от 14-07-2024, 08:02, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Ansible DevOps Cookbook: End-to-end automation solutions including setup, playbooks, cloud services, CI/CD integration, and ansible tower management
Автор: Thorne Montgomery
Издательство: GitforGits
Год: 2024
Страниц: 449
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

A collection of over seventy-five solution-focused recipes, "Ansible DevOps Cookbook" will show you how to use Ansible to fix problems, simplify operations, and boost the efficiency of your DevOps practices. You should start by creating an efficient inventory system, configuring control and managed nodes, and setting up your Ansible environment. You can implement effective solutions such as handling more complex playbook techniques, such as working with variables, facts, conditionals, loops, and more. You will be skillful to organize playbooks and create reusable automation with Ansible roles. You can increase your automation capabilities by accessing community-driven content through Ansible Galaxy, which is explained in the book. When it comes to cloud integration, the book goes into great detail on how to automate deployments on AWS, Azure, and GCP. These recipes show how to use Ansible modules for managing and provisioning cloud infrastructure, so you can manage resources efficiently and ensure high availability and performance. Ansible, Jenkins, and GitLab are among the many of the tools covered in this book, which teaches you to automate the build, test, and deployment pipeline as part of continuous integration and continuous delivery. This book's practical, real-world solutions will help you improve your DevOps practices and maximize the effectiveness of Ansible in your automation processes.
 

TensorFlow Absolute For Beginners Tutorial: A Basics Beginner's Tutorial Guide

Автор: literator от 14-07-2024, 02:03, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: TensorFlow Absolute For Beginners Tutorial: A Basics Beginner's Tutorial Guide
Автор: Kavi & Shila
Издательство: Kavi & Shila Book Publication House
Год: 2024
Страниц: 111
Язык: английский
Формат: epub
Размер: 13.2 MB

Have you ever wondered how computers can learn and make intelligent decisions? This book is your entry point to the world of Machine Learning with TensorFlow, Google's powerful open-source library. Even if you have no prior experience with Machine Learning or coding, this book will gently guide you through the fundamentals. You'll build a solid understanding of key concepts like: - What machine learning is and its exciting applications; - Grasping the core idea of tensors, the building blocks of TensorFlow; - Unveiling the computational graph, the heart of TensorFlow programs; - Hands-on exercises to practice building basic machine learning models. This book is your springboard to a fascinating journey into the world of TensorFlow and Machine Learning. Get ready to unlock the potential of data and empower computers to learn from experience!
 

Cryptography and Cryptanalysis in Java, 2nd Edition

Автор: literator от 13-07-2024, 23:02, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Cryptography and Cryptanalysis in Java: Creating and Programming Advanced Algorithms with Java SE 21 LTS and Jakarta EE 11, 2nd Edition
Автор: Stefania Loredana Nita, Marius Iulian Mihailescu
Издательство: Apress
Год: 2024
Страниц: 306
Язык: английский
Формат: pdf
Размер: 10.1 MB

Here is your in-depth guide to cryptography and cryptanalysis in Java. This book includes challenging cryptographic solutions that are implemented in Java 21 and Jakarta EE 11. It provides a robust introduction to Java 21's new features and updates, a roadmap for Jakarta EE 11 security mechanisms, a unique presentation of the "hot points" (advantages and disadvantages) from the Java Cryptography Architecture (JCA), a new chapter on Quantum cryptography, and more. The book dives into the classical simple cryptosystems that form the basis of modern cryptography, with fully working solutions (encryption/decryption operations). Pseudo-random generators are discussed as well as real-life implementations. Hash functions are covered along with practical cryptanalysis methods and attacks, asymmetric and symmetric encryption systems, signature and identification schemes. The book wraps up with a presentation of lattice-based cryptography and the NTRU framework library. Modern encryption schemes for cloud and big data environments (homomorphic encryption and searchable encryption) also are included. After reading and using this book, you will be proficient with crypto algorithms and know how to apply them to problems you may encounter. Applied cryptography and theoretical cryptography are essential components of the greater science of cryptography, each playing unique but interrelated functions. Comprehending the distinctions between them helps provide an understanding of how cryptographic systems are created, examined, and put into practice. Theoretical cryptography is a branch of cryptography that focuses on the fundamental principles, mathematical theories, and abstract models underlying cryptographic algorithms and protocols. Applied cryptography is a field that deals with the practical implementation and utilization of cryptographic methods in real-world scenarios.
 

Deep Reinforcement Learning with Python: RLHF for Chatbots and Large Language Models, 2nd Edition

Автор: literator от 13-07-2024, 22:29, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Deep Reinforcement Learning with Python: RLHF for Chatbots and Large Language Models, 2nd Edition
Автор: Nimish Sanghi
Издательство: Apress
Год: 2024
Страниц: 650
Язык: английский
Формат: pdf
Размер: 17.4 MB

Gain a theoretical understanding to the most popular libraries in deep reinforcement learning (deep RL). This new edition focuses on the latest advances in deep RL using a learn-by-coding approach, allowing readers to assimilate and replicate the latest research in this field. New agent environments ranging from games, and robotics to finance are explained to help you try different ways to apply reinforcement learning. A chapter on multi-agent reinforcement learning covers how multiple agents compete, while another chapter focuses on the widely used deep RL algorithm, proximal policy optimization (PPO). You'll see how reinforcement learning with human feedback (RLHF) has been used by chatbots, built using Large Language Models, e.g. ChatGPT to improve conversational capabilities. You'll also review the steps for using the code on multiple cloud systems and deploying models on platforms such as Hugging Face Hub. The code is in Jupyter Notebook, which canbe run on Google Colab, and other similar Deep Learning cloud platforms, allowing you to tailor the code to your own needs. For software engineers and Machine Learning developers eager to sharpen their understanding of deep RL and acquire practical skills in implementing RL algorithms fromscratch.
 

Ultimate Certified Kubernetes Administrator (CKA) Certification Guide

Автор: literator от 13-07-2024, 17:50, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Ultimate Certified Kubernetes Administrator (CKA) Certification Guide: Become CKA Certified with Ease by Mastering Cluster Management and Orchestration with Kubernetes
Автор: Rajesh Vishnupant Gheware
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 368
Язык: английский
Формат: pdf, epub (true)
Размер: 89.8 MB

Securing the Future of IoT with Advanced Edge Computing Solutions. Embark on a journey from beginner to pro with this CKA Certification Guide. Seamlessly blending theory with hands-on practice, this indispensable Kubernetes companion provides clear explanations and real-world scenarios to guide you to success in Kubernetes administration. The book starts by giving a solid understanding of Kubernetes platform and how to confidently set up your clusters with step-by-step instructions. You will dive into Workload Objects to master crucial concepts, then explore Service and Ingress for a deep understanding of networking. Next, it moves to deploy and scale applications, ensuring you're ready for any workload. This book offers the tools needed to design, deploy, and maintain efficient, scalable, and resilient applications in Kubernetes environments. It covers essential topics such as Pods, Deployments, and StatefulSets, along with providing insights into Kubernetes architecture and operations. The advanced section of the book focuses on enhancing your skills with chapters on security and troubleshooting, ensuring you can maintain your clusters effectively and managing microservices with precision. The final section of the book covers focused content and practice exercises to prepare you to ace the CKA certification exam.
 

Demystifying Artificial Intelligence: Symbolic, Data-Driven, Statistical and Ethical AI

Автор: literator от 13-07-2024, 17:00, Коментариев: 0

Категория: КНИГИ » ПРОГРАММИРОВАНИЕ

Название: Demystifying Artificial Intelligence: Symbolic, Data-Driven, Statistical and Ethical AI
Автор: Emmanuel Gillain
Издательство: De Gruyter
Год: 2024
Страниц: 476
Язык: английский
Формат: pdf (true), epub
Размер: 34.1 MB

This book is intended for business professionals that want to understand the fundamental concepts of Artificial Intelligence (AI), their applications and limitations. Built as a collaborative effort between academia and the industry, this book bridges the gap between theory and business application, demystifying AI through fundamental concepts and industry examples. The reader will find here an overview of the different AI techniques to search, plan, reason, learn, adapt, understand and interact. The book covers the two traditional paradigms in AI: the statistical and data-driven AI systems, which learn and perform by ingesting millions of data points into Machine Learning algorithms, and the consciously modelled AI systems, known as symbolic AI systems, which use explicit symbols to represent the world and make conclusions. Rather than opposing those two paradigms, the book will also show how those different fields can complement each other. Out of the different fields of AI, much of the attention over the last years has been focused on the field of Machine Learning (ML), its subfield artificial neural network with Deep Learning, and natural language processing (NLP).