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Machine Learning for Tabular Data: XGBoost, Deep Learning, and AI by Mark Ryan, Luca Massaron
English | March 25, 2025 | ISBN: 1633438546 | 504 pages | MOBI | 12 Mb
Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep learning, gradient boosting, and other machine learning techniques.

Machine Learning for Tabular Data teaches you to train insightful machine learning models on common tabular business data sources such as spreadsheets, databases, and logs. You'll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline.
Machine Learning for Tabular Data will teach you how to:
* Pick the right machine learning approach for your data
* Apply deep learning to tabular data
* Deploy tabular machine learning locally and in the cloud
* Pipelines to automatically train and maintain a model
Machine Learning for Tabular Data covers classic machine learning techniques like gradient boosting, and more contemporary deep learning approaches. By the time you're finished, you'll be equipped with the skills to apply machine learning to the kinds of data you work with every day.
Foreword by Antonio Gulli.
Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.
About the technology
Machine learning can accelerate everyday business chores like account reconciliation, demand forecasting, and customer service automation-not to mention more exotic challenges like fraud detection, predictive maintenance, and personalized marketing. This book shows you how to unlock the vital information stored in spreadsheets, ledgers, databases and other tabular data sources using gradient boosting, deep learning, and generative AI.
About the book
Machine Learning for Tabular Data delivers practical ML techniques to upgrade every stage of the business data analysis pipeline. In it, you'll explore examples like using XGBoost and Keras to predict short-term rental prices, deploying a local ML model with Python and Flask, and streamlining workflows using large language models (LLMs). Along the way, you'll learn to make your models both more powerful and more explainable.
What's inside
* Master XGBoost
* Apply deep learning to tabular data
* Deploy models locally and in the cloud
* Build pipelines to train and maintain models
About the reader
For readers experienced with Python and the basics of machine learning.
About the author
Mark Ryan is the AI Lead of the Developer Knowledge Platform at Google. A three-time Kaggle Grandmaster, Luca Massaron is a Google Developer Expert (GDE) in machine learning and AI. He has published 17 other books.
Table of Contents
Part 1
1 Understanding tabular data
2 Exploring tabular datasets
3 Machine learning vs. deep learning
Part 2
4 Classical algorithms for tabular data
5 Decision trees and gradient boosting
6 Advanced feature processing methods
7 An end-to-end example using XGBoost
Part 3
8 Getting started with deep learning with tabular data
9 Deep learning best practices
10 Model deployment
11 Building a machine learning pipeline
12 Blending gradient boosting and deep learning
A Hyperparameters for classical machine learning models
B K-nearest neighbors and support vector machines

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Machine Learning Mastery With R Get Started, Build Accurate Models And Work Through Projects Step-by-Step by Jason Brownlee
English | 2017 | 220 pages | PDF | 4.26 Mb
R has been the gold standard in applied machine learning for a long time. Surveys show that it is the most popular platform used by professional data scientists. It is also preferred by the best data scientists in the world.

In this mega Ebook written in the friendly Machine Learning Mastery style that you're used to, learn how to get started, practice and apply machine learning using the R platform.

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Magmatism and Crustal Evolution of the Tibetan Plateau
by Xuanxue Mo, Jinfu Deng
English | 2024 | ISBN: 9819721075 | 384 Pages | True ePUB | 60 MB

This book presents a comprehensive coverage of the magmatic and crustal evolution of the Tibetan Plateau through time, based mainly on the recent data and observations of the authors. It provides extensive geochemical, isotopic and geochronological datasets to better constrain the geodynamic evolution of the highest and thickest orogenic plateau in the world. It is a unique and original contribution to our understanding of the geology and landscape of the "roof of the world" in an integrated and multi-disciplinary approach.
All chapters in the book are process-oriented and data-rich, and reflect the most recent knowledge and information on the Tibetan Plateau. All five authors of the book have worked
extensively in Tibet and in the adjacent areas over the years. Their familiarity with both the geology of Tibet and all the research done there by different scientific teams during the last 30 years are a major driving force behind this book.

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Mammals of the South-West Pacific by Tyrone Lavery, Tim Flannery
English | September 1, 2023 | ISBN: 1032254408 | 504 pages | PDF | 228 Mb
Islands are special because they promote unique forms of life, and large proportions of the species they hold are found nowhere else on Earth. The mammals of the South-west Pacific are no exception, with many distributed only across single islands or archipelagos.

Mammals of the South-west Pacific details the natural history for more than 180 species of marsupials, bats and rodents from 24 Pacific nations and territories. Species profiles are accompanied by distribution maps, illustrations and photographs - many being the first images ever captured for the species. By combining available knowledge with unpublished data collected over years of field work, Mammals of the South-west Pacific forms a definitive guide to the mammals from this region.

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MAN IN HIS PRIME: 8 Life-Changing Ways to Rebuild Your Masculine Confidence and Attract Hotter Women by S. H. ALEXANDER
English | May 2, 2020 | ISBN: N/A | ASIN: B08817DMTR | 42 pages | EPUB | 0.58 Mb
8 Life-Changing Ways to Build Up Your Self-Confidence As A Man and Attract Gorgeous WomenBeing on your deathbed full of regrets about all the women you so much desired but never managed to attract into your bed and into your life is not fun. Not fun at all.This is the sad truth, however. Most men will leave this world with their desires unrealized and their true potential as lovers of women unfulfilled. They will die having lived a dry erotic life either with no women at all or with women who were by no means their first choice. Women with mediocre looks or toxic personalities or even worse... both.My question to you is the following: do you really have to be one of these men? Why some men out there seem so able to attract women of extraordinary beauty and sparkling personalities, while some others are entrapped in lives of sexual misery?Were these men born with a special gene setup which allowed them to become successful with women or is it that these men adopted specific behaviors which made them attractive to the opposite sex?Do you choose the women you date or do women choose you?I had to answer these questions for myself before I started taking massive action towards transforming my dating life.Whether you want to build a harem of women around you or you just want to find a girlfriend or the mother of your children, there is no way around it: you need to become a truly attractive male.Society has lied to you. No money, no car and no professional career will give you an abundant erotic life. You either become an attractive man whom women adore or you condemn yourself to a dating desert.This is the last book you'll ever have to read on women, sex, dating and attraction.In just a few pages of condensed masculine wisdom you will learn:Why Men Are To Blame For Their Poor Dating LifeWhat Men Don't Know About How Attraction Truly Works Between Men and WomenWhat Are The 8 Sins Of Men Which Make Women Go AwayWhat Are The 8 Successful Methods Men Can Use To Bring Beautiful Women To Their LifeHow To Build The Package Of Physical and Behavioral Qualities Women Find IrresistibleWhat Steps To Follow To Attract The Women You Desire In Less Than Two Months Of Work

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Management of Menopause in Cancer Survivors
by Swati Jha, Lidia Schapira
English | 2026 | ISBN: 1032626208 | 162 pages | True PDF EPUB | 20.19 MB

As perceptions of menopause have evolved, this new text examines what clinical problems can arise in treatment of patients experiencing menopause after cancer treatment. For too long, menopausal symptoms have been undertreated in cancer survivors, leading to suffering and suboptimal health outcomes. From hot flashes to night sweats to mood and sexual concerns, this book provides practical tips for approaching these symptoms in the clinic. It will be an invaluable reference for both gynaecologists and oncologists internationally.

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Management, Innovation and Entrepreneurship in Challenging Global Times: Proceedings of the 16th International Symposium in Management (SIM 2021)
by Gabriela I. Prostean, Juan J. Lavios
English | 2024 | ISBN: 3031471636 | 672 Pages | True ePUB | 48 MB

Management, Innovation and Entrepreneurship in Challenging Global Times begins to address the need for a response to unprecedented global situations that require large-scale cooperation as well as individual organizational and institutional changes. Embodying the proceedings of the 16th International Symposium in Management, held in Timisoara, Romania in October 2021, this book gathers interdisciplinary and multidisciplinary studies, which highlight less-high-profile research concepts in management and industrial engineering.
The contributions discuss details of state-of-the-art business-process-management techniques that integrate innovative methods with technologies that promote organizational agility. The methodologies used are sparking breakthroughs in entrepreneurship, financial management, supply-chain management and sustainability management. Other contributions deal with the important process of digitization, which underlies the Industry 4.0 idea and raises issuesacross the fields discussed in this volume. Related areas, such as management-information systems and business philosophies that adapt and use contemporary approaches to maximize organizational knowledge feature among the contributions. Similarly, reflecting the role of small and medium-sized enterprises in catalyzing economic growth, part of the book focuses on a set of tools and techniques designed for their benefit.
This book assembles contributions from international sources that will help researchers and students interested in industrial and business management to tackle problems that persist from the economic crisis of the late 2000s right up to those that arise as a result of the COVID-19 pandemic of the early 2020s.

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Marine Biotechnology A Gateway to Blue Economy First Edition
by Anjana K. Vala, Dushyant R. Dudhagara
English | 2025 | ISBN: 103267363X | 231 pages | True PDF EPUB | 22.25 MB

The marine environment has always been beneficial to mankind in one way or another. With advancements in scientific knowledge and technological development, novel aspects of marine resources have been and are being revealed that can be harnessed for sustainable development of blue economy. The book Marine Biotechnology: A Gateway to Blue Economy is an attempt to present before the scientific community, a compilation of recent developments in the field of marine biotechnology contributed by leading scientists of international repute. The book covers diverse roles of marine biotechnology, including in agriculture, probiotics, health sector, novel biomolecules, biochemicals, biomedicine, and pharmaceuticals. With advancement in scientific knowledge and technological development, novel aspects of marine resources are being revealed that can be harnessed for sustainable development of blue economy. This book presents a compilation of recent developments in the field of marine biotechnology contributed by leading scientists of international repute.

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Market Panic: Wild Gyrations, Risks, and Opportunities in Stock Markets by Stephen Vines
English | August 5th, 2025 | ISBN: 9798337202075 | 285 pages | True EPUB | 3.13 MB
A comprehensive, jargon-free study of the stock market panic phenomenon, perfect for laypeople and insiders alike.

"At a time of deep stock market gloom, when the investment professionals have run out of answers and small investors have been panicked into submission, Stephen Vines' commendably cool analysis is to be welcomed.... Recommended to anybody interested in investment in the long term." -The Sunday Times (UK)
Stock market panics will always be around. When the stock exchange first reopened after the tragedy of September 11, investors lined up to sell shares and the ticker steadily fell. Journalist Stephen Vines was certain the market would recover, but he wondered why-Why are stocks regularly gripped by these crashes? What causes them? And are markets becoming more prone to panics?
In Market Panic, Vines provides some unusual answers to these questions. He examines the behavior of markets, especially under pressure, and elucidates how investors can predict and plan for busts, as well as profit from them. Vines breaks down the types of panics and the nature of the panic cycle. He also presents an insider's account of what occurs when panics break out, thanks to interviews with professionals who were directly involved in handling major stock crises. Finally, Vines looks at how stock markets are breaking free of the companies and economies they are meant to represent, and how this is creating a dangerous new instability within the exchanges system.
Whether you are an investor looking to preserve your money or a market professional, Market Panic can help prepare you for the next time the ticker begins to fall.
"Market Panic is a reassuring book. Vines takes the usual financial advisor's caveat 'what goes up must come down' and turns it on its head. Armed with this book we should be happily looking forward to the next panic." -The Economist
"The contrarian's manifesto: a much needed primer on how to think about markets... the next time you get a stock tip at a party, ignore and read this book." -The Wall Street Journal Asia

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Master ChatGPT in 7 Days: Boost Your Productivity and Achieve Success Fast
English | April 19, 2025 | ASIN: B0F5P8DMYG | 46 pages | Epub | 3.38 MB
Master ChatGPT in 7 Days

Boost Your Productivity and Achieve Success Fast
Are you tired of wasting time on repetitive tasks? Struggling to unlock the real power of AI?
This hands-on guide is your shortcut to mastering ChatGPT, the world's most powerful AI assistant - in just 7 days.
Whether you're a student, entrepreneur, freelancer, creator, or curious mind, this book will teach you how to use ChatGPT to:
✅ Write smarter and faster
✅ Save time and automate boring tasks
✅ Brainstorm creative ideas in seconds
✅ Boost productivity, clarity, and decision-making
✅ Plan, organize, and execute like a pro
✅ Build daily AI-powered workflows
No fluff. No technical jargon. Just step-by-step guidance that works.
What's inside?
�� A 7-day plan for practical learning
�� Proven prompt strategies and ready-to-use templates
⚙ Real-world examples, QR codes, and guided visuals
�� Works on desktop and mobile ChatGPT
�� Exercises and mini-projects to reinforce your skills
�� Productivity tips and AI hacks for real impact
Why this book?
Most people use ChatGPT like a toy.
You'll use it like a tool - to get things done, grow faster, and save hours every week.
"AI won't replace you. But someone using AI better than you will."
Start mastering ChatGPT now - and turn every day into a productivity win.

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Master Python Fundamentals: The Ultimate Beginner's Guide to Programming Success: Write your first Python programs, master key concepts, and gain the skills to tackle real-world challenges!
English | December 9, 2024 | ASIN: B0DQ2PGLF4 | 44 pages | Epub | 442.22 KB
Master Python Fundamentals: The Ultimate Beginner's Guide to Programming Success

Are you ready to take the first step toward mastering one of the most in-demand programming languages in the world? Whether you're a complete beginner or looking to revisit the basics, Master Python Fundamentals is your gateway to unlocking the limitless potential of Python.
Why This Book?
Python is the language of choice for data science, web development, machine learning, and more. It's powerful, versatile, and beginner-friendly-making it the perfect starting point for your programming journey. With this book, you'll gain hands-on experience and build a strong foundation that you can use to tackle real-world problems, advance your career, or simply expand your skill set.
What You'll Learn:
Set Up Like a Pro: Install Python, configure your coding environment, and write your very first program.
Master the Basics: Understand data types, variables, loops, functions, and control flow with crystal-clear explanations.
Dive into OOP: Learn object-oriented programming by creating classes, objects, and reusable code.
Real-World Application: Build a practical project-a fully functional To-Do List App-step by step.
Expand Your Knowledge: Discover how to use external libraries and understand Python documentation to unlock Python's true potential.
Plan Your Future: Get actionable advice on building a portfolio, joining Python communities, and applying your skills in the real world.
Who Is This Book For?
Beginners: If you've never written a line of code, don't worry. This book explains every concept in plain English with real-world examples.
Aspiring Programmers: Learn the skills you need to take your coding journey to the next level.
Career Changers: Thinking about a career in tech? Python is your perfect entry point.
Hobbyists: Use Python to automate tasks, build fun projects, or explore your creativity.
Why You'll Love This Book:
Hands-On Learning: This isn't just theory-every chapter includes examples, exercises, and practical applications to reinforce what you've learned.
Clear and Concise: Complex topics are broken down into bite-sized chunks, so you'll never feel overwhelmed.
Real Expertise: Written by a seasoned Python developer with years of experience in data science, web development, and machine learning.
Designed for Success: By the end of this book, you'll have the skills and confidence to start coding independently and continue your Python journey.

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Master the Microsoft AI-900 Exam with Confidence by Leandro Calado
English | March 4, 2025 | ISBN: N/A | ASIN: B0DZF74J68 | 129 pages | EPUB | 0.73 Mb
�� Master the Microsoft AI-900 Exam with Confidence!

Are you preparing for the Microsoft Certified: Azure AI Fundamentals (AI-900) exam? Do you want a comprehensive, step-by-step guide that covers all key topics with real-world examples and a full practice test?
�� Look no further! This study guide is your ultimate companion to understanding AI workloads, machine learning principles, Azure AI services, and responsible AI-all explained in a clear, beginner-friendly way.�� What You'll Learn in This Book:
✅ AI Fundamentals & Machine Learning: Supervised vs. unsupervised learning, deep learning basics, and real-world AI applications.
✅ Azure AI Services Explained: Cognitive Services, Azure Machine Learning, and OpenAI integration.
✅ Responsible AI & Ethical Considerations: Learn how AI fairness, bias detection, and transparency impact AI decision-making.
✅ Exam-Day Strategies: Proven techniques to manage time, handle tricky questions, and maximize your score.
✅ Full-Length Practice Test (50 Questions + Explanations): Test your knowledge with realistic AI-900 exam-style questions and detailed solutions.�� Why This Book is the Best AI-900 Study Guide:
✔ Beginner-Friendly: No prior AI experience required! Ideal for IT professionals, students, and business users exploring AI.
✔ Step-by-Step Explanations: Understand complex AI concepts in simple terms, with easy-to-follow examples.
✔ Azure Hands-On Learning: Learn how to use Azure AI Services to build real-world AI solutions.
✔ Complete Exam Preparation: Covers all AI-900 domains with in-depth explanations and a full mock test.�� Who Should Read This Book?
✅ Anyone preparing for the AI-900 certification exam
✅ IT professionals and cloud engineers looking to expand AI knowledge
✅ Business professionals who want to understand AI in Azure
✅ Students and career changers entering AI and cloud computing
�� Achieve AI Certification & Boost Your Career!
Microsoft's AI-900 certification is your gateway to AI fundamentals. Whether you're an IT professional, data analyst, or a business leader, this book will help you master AI concepts and pass the exam on your first attempt.
�� BONUS: Includes FREE access to online AI-900 study resources to help you succeed!

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Mastering Basic English Grammar: A Guide for Foreign Learners
English | November 2, 2024 | ASIN: B0DLVJ7594 | 40 pages | Epub | 200.18 KB
"Mastering Basic English Grammar" covers a wide range of topics, from the foundational elements of grammar to more advanced concepts. Each chapter is carefully crafted to build upon previous knowledge, guiding learners through the intricacies of English grammar step by step.

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Mastering C# and Azure Automation: Streamlining Cloud Workflows and DevOps with .NET: Automating Cloud Operations, Infrastructure, and DevOps Processes with C# and Azure Services by BOSCO-IT CONSULTING
English | March 4, 2025 | ISBN: N/A | ASIN: B0DZCP424K | 285 pages | EPUB | 0.25 Mb
Mastering C# and Azure Automation: Streamlining Cloud Workflows and DevOps with .NET

Cloud automation has become an essential component of modern IT infrastructure. As organizations migrate their workloads to Microsoft Azure, the need for scalable, efficient, and automated cloud solutions has never been greater. This book provides a comprehensive guide to leveraging C# and Azure automation tools to optimize cloud workflows, DevOps processes, and infrastructure management.
Why C# and Azure for Automation?
Microsoft Azure offers a powerful ecosystem for cloud automation, including Azure Functions, Logic Apps, Runbooks, DevOps Pipelines, and ARM templates. By utilizing C# and the Azure SDK, developers and IT professionals can create robust, maintainable, and scalable automation solutions tailored to their business needs. This book bridges the gap between software development and cloud automation, enabling professionals to build automation scripts, deploy cloud resources, and manage DevOps workflows seamlessly.What You Will Learn
This book takes a hands-on approach, guiding you through real-world scenarios and best practices to master Azure automation with C#. Key topics include:Fundamentals of Azure Automation - Understanding Azure Resource Manager (ARM), automation accounts, and role-based access control.Writing C# Automation Scripts - Using the Azure SDK, REST APIs, and PowerShell for cloud automation.Deploying and Managing Azure Resources - Automating virtual machines, storage, networking, and databases.Event-Driven Automation with Azure Functions - Building serverless applications and real-time workflows.Infrastructure as Code (IaC) with C# and Terraform - Implementing scalable infrastructure management practices.Building CI/CD Pipelines - Automating deployment workflows using Azure DevOps and GitHub Actions.Monitoring and Security Automation - Implementing Azure Monitor, Application Insights, and Security Center for proactive cloud management.Hybrid Cloud Automation - Managing on-premises and cloud resources with Azure Arc and PowerShell.Who Should Read This Book?
This book is designed for professionals looking to enhance their cloud automation skills using C# and Azure:Software developers who want to integrate automation into their .NET applications.Cloud engineers and architects looking to automate resource provisioning and management.DevOps professionals seeking to optimize CI/CD pipelines and infrastructure as code workflows.IT administrators responsible for managing security policies, monitoring solutions, and cloud governance.Basic knowledge of C# and .NET is recommended, but the book includes introductory sections to ensure a smooth learning curve for those new to cloud automation.Why This Book?Comprehensive coverage - Covers all major Azure automation tools and services.Practical examples - Provides step-by-step guides with real-world use cases.Best practices - Offers proven techniques for performance optimization, security, and maintainability.Future-ready skillsBy the end of this book, readers will have the skills and confidence to automate cloud operations, streamline DevOps workflows, and manage Azure environments efficiently using C#. Whether you are new to Azure automation or an experienced developer seeking advanced techniques, this book serves as a practical reference and learning guide for mastering automation in the cloud.
Take your cloud automation skills to the next level with C# and Azure.

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Mastering Deepfake Technology: Strategies for Ethical Management and Security
by Sanjay Taneja
English | 2025 | ISBN: 8743801137 | 383 pages | True PDF | 13.51 MB

This book offers a comprehensive exploration of the profound challenges and opportunities presented by deepfake technology across industries, society, and governance. It delves into the multifaceted impacts of synthetic media, examining its potential to reshape corporate trust, economic stability, and public discourse while emphasizing strategies to build resilience and ethical frameworks.
Key themes include the role of intellectual capital in safeguarding corporate reputation, the risks of deepfake fraud in financial markets, and the implications for insurance, banking, and fintech sectors. Through cross-disciplinary analyses, the book unravels the disruptive influence of deepfakes on political affairs, economic policies, and corporate transparency.
Highlighting real-world case studies, it addresses workplace resilience, data-driven decision-making, and the intersection of deepfake technology with marketing innovation and job satisfaction. From social media marketing to public trust and privacy concerns, the book offers actionable insights for navigating the ethical dilemmas posed by synthetic media.
With a focus on collaboration across disciplines, the book equips readers with strategies for mitigating risks, promoting media literacy, and leveraging AI responsibly. Mastering Deepfake Technology is an essential guide for academics, professionals, and policymakers seeking to understand and address the complexities of this emerging frontier.

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