Название: Machine Learning with Python: A Comprehensive Guide
Автор: Dargslan Publishing
Издательство: Dargslan Publishing
Год: December 19, 2024
Страниц: 607
Язык: английский
Формат: pdf
Размер: 28.0 MB

"Machine Learning with Python: A Comprehensive Guide" is your gateway to mastering the exciting world of Machine Learning (ML) using Python. This book is meticulously crafted to cater to beginners, professionals, and students alike, offering a step-by-step approach to understanding and implementing ML concepts. "Machine Learning with Python: A Comprehensive Guide" is more than just a book – it's your companion in the journey to becoming a proficient ML practitioner. Whether you're looking to enhance your career prospects, solve complex problems, or simply satisfy your curiosity about AI and ML, this book provides the knowledge and skills you need to succeed. Start your ML journey today and unlock the power of intelligent algorithms with Python!

Название: Julia Quick Syntax Reference: A Pocket Guide for Data Science Programming, 2nd Edition
Автор: Antonello Lobianco
Издательство: Apress
Год: 2025
Страниц: 371
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Learn the Julia programming language as quickly as possible. This book is a must-have reference guide that presents the essential Julia syntax in a well-organized format, updated with the latest features of Julia’s APIs, libraries, and packages. This book provides an introduction that reveals basic Julia structures and syntax; discusses data types, control flow, functions, input/output, exceptions, metaprogramming, performance, and more. Additionally, you'll learn to interface Julia with other programming languages such as R for statistics or Python. At a more applied level, you will learn how to use Julia packages for data analysis, numerical optimization, symbolic computation, and machine learning, and how to present your results in dynamic documents. The Second Edition delves deeper into modules, environments, and parallelism in Julia. It covers random numbers, reproducibility in stochastic computations, and adds a section on probabilistic analysis. Finally, it provides forward-thinking introductions to AI and Machine Learning workflows using BetaML, including regression, classification, clustering, and more, with practical exercises and solutions for self-learners.

Название: Artificial Intelligence Assisted Structural Optimization
Автор: Adithya Challapalli, Guoqiang Li
Издательство: CRC Press
Год: 2025
Страниц: 221
Язык: английский
Формат: pdf (true), epub
Размер: 23.0 MB

Artificial Intelligence Assisted Structural Optimization explores the use of Machine Learning and correlation analysis within the forward design and inverse design frameworks to design and optimize lightweight load-bearing structures as well as mechanical metamaterials. Within these pages, you will find a comprehensive exploration of the fundamentals of Machine Learning, as well as its application to the design of lightweight structures. From the basics of data analysis to the complexities of neural networks and Deep Learning, this book provides a step-by-step guide to the tools and techniques that are transforming the field. The remainder of this chapter will introduce different Machine Learning algorithms with basic Python code snippets to understand and compare the performance of each type. Basic coding and Python language knowledge are required.

Название: Bio-inspired Algorithms in Machine Learning and Deep Learning for Disease Detection
Автор: Balasubramaniam S, Seifedine Kadry, Manoj Kumar TK, K. Satheesh Kumar
Издательство: CRC Press
Год: 2025
Страниц: 263
Язык: английский
Формат: pdf (true), epub
Размер: 29.5 MB

Currently, Computational Intelligence approaches are utilised in various science and engineering applications to analyse information, make decisions, and achieve optimisation goals. Over the past few decades, various techniques and algorithms have been created in disciplines such as genetic algorithms, artificial neural networks, evolutionary algorithms, and fuzzy algorithms. In the coming years, intelligent optimisation algorithms are anticipated to become more efficient in addressing various issues in engineering, scientific, medical, space, and artificial satellite fields, particularly in early disease diagnosis. A metaheuristic in Computer Science is designed to discover optimisation algorithms capable of solving intricate issues. Metaheuristics are optimisation algorithms that mimic biological behaviours of animals or birds and are utilised to discover the best solution for a certain problem. Integrating bio-inspired algorithms with Machine Learning (ML) and Deep Learning (DL) models enhances Computational Intelligence (CI). These algorithms, like neural networks modeling the human brain, ant colony optimization, and particle swarm optimization, offer robust, efficient, and flexible models.

Название: Salesforce Automation with Salesforce Flow and Apex: Automate your way to success with Salesforce automation tools
Автор: Om Prakash
Издательство: BPB Publications
Год: 2025
Страниц: 363
Язык: английский
Формат: epub (true)
Размер: 14.1 MB

Introducing "Salesforce Automation with Salesforce Flow and Apex", a practical guide designed for anyone wanting to learn Salesforce automation. Whether you are just starting out or looking to build on your existing skills, this book is here to help you navigate the world of Salesforce flow and automation techniques. This book provides a comprehensive guide to Salesforce flow, a powerful automation tool within the Salesforce platform. It covers foundational concepts like flow types, elements, and debugging techniques. The book explains advanced topics such as screen flows, record-triggered flows, schedule-triggered flows, and platform event-triggered flows. It also explores the integration of flows with Apex to enhance functionality. Additionally, the book covers best practices for performance optimization, error handling, and security. It provides guidance on migrating from traditional automation tools like workflow rule and process builder to flow.

Название: Adopting AI for Business Transformation: Complete guide to harness AI to stay competitive and future proof
Автор: Andrea Marchiotto
Издательство: BPB Publications
Год: 2025
Страниц: 325
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Adopting AI for Business Transformation offers a comprehensive guide for businesses ready to transition into AI and automation and transform their operations and ways of working. The book focuses on various industries providing practical insights and step-by-step guides for AI adoption and integration. Through real-world examples, expert insights, and case studies, the author shares his experience in product management, e-commerce, and digital platforms, presenting strategies for embracing AI and overcoming implementation challenges. Learn the key principles of AI adoption, get guidance on generative AI and large language models, and how to best leverage their power with advanced prompt engineering, organizational structures, workforce education and upskilling, cloud-based business models, and ready-to-use AI frameworks that have successfully transformed traditional businesses into AI-driven, modern, efficient business models. By the end of this book, you will understand how to adopt and integrate AI, empowering your team to leverage AI in your business operations, reducing the time spent on operational tasks, and unlocking new growth opportunities.

Название: Modeling Waves with Numerical Calculations Using Python
Автор: Rhett Allain
Издательство: Springer
Год: 2025
Страниц: 120
Язык: английский
Формат: pdf (true), epub
Размер: 34.6 MB

Numerical calculations (what many call computational physics) is a core tool in modern physics. With numerical methods it’s possible to solve problems that would otherwise be impossible. Most physics students and educators have at least some exposure to the wave equation. It shows up in many different contexts―light, quantum mechanics, and even a simple wave on a string. However, it can be difficult to come up with non-trivial solutions to the wave equation. This text goes through the techniques to create a numerical model of the wave equation starting from the very basics and using free and open source tools such as Python and Web VPython.

Название: Distributed Intelligence: Building an autonomous tech ecosystem with AI, blockchain, IoT and green energy
Автор: Sathvik Vishwanath
Издательство: BPB Publications
Год: 2025
Страниц: 300
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book explores how AI, blockchain, and the IoT can work together to build a more sustainable and efficient tech ecosystem. This book breaks down complex concepts, making them accessible to readers of all backgrounds. By focusing on the convergence of these technologies, it reveals how they are shaping a future where autonomous systems could operate independently of human intervention. This book explores the intersection of AI, blockchain, and robotics, covering their history, technology, and real-world applications. It explains decentralization and its technical foundations. The book also addresses ethical and practical issues, providing valuable insights for those interested in the future of technology and its impact on society. By examining AI, blockchain, and robotics both individually and in combination, it helps readers understand their potential and the broader implications for industries and communities.

Название: Terraform Made Easy: Provisioning, Managing and Automating Cloud Infrastructure with Terraform on Google Cloud
Автор: Ivy Wang
Издательство: Apress
Год: 2025
Страниц: 262
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Explore the transformative benefits of Infrastructure as Code (IaC) and understand why Terraform is the go-to tool for managing cloud infrastructure efficiently. This book is your ultimate guide to mastering Terraform on Google Cloud Platform, providing you with the tools and knowledge to automate and optimize your cloud infrastructure with confidence. You’ll start by reviewing the traditional approach to managing infrastructure, common challenges, and the benefits of adopting IaC and Terraform. You’ll then learn how to install Terraform on various operating systems and get familiar with its configuration language, basic commands, and syntax. The book then turns to provisioning infrastructures on GCP, managing secrets and enhancing security, and concludes with integrating collaboration and DevOps using Terraform.

Название: Microsoft 365 Excel VBA Programming For Dummies, 7th Edition
Автор: Dick Kusleika
Издательство: For Dummies
Год: 2025
Страниц: 451
Язык: английский
Формат: pdf (true)
Размер: 10.5 MB

Your step-by-step guide to doing more with Microsoft Excel. Fully updated for the latest version of Office 365, Excel VBA Programming For Dummies will take your Excel knowledge to the next level. With a little background in Visual Basic for Applications (VBA) programming, you can go well beyond basic spreadsheets and functions. Learn the coding basics and syntax you need to write simple or complex macros that can automate your routine Excel tasks. Become an Excel power user by automating data management, user forms, pivot tables, and beyond. When you use VBA to perform Excel operations, you can reduce errors, save time, and integrate with other Microsoft applications. This handy guide also teaches you how to control the security settings for your macros and save macros to use across files and apps. Plus, you'll get updated coverage of Copilot AI integration. Your spreadsheets are about to get much more powerful. Inside, you find everything you need to get up and running with VBA — fast.