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  Data Scaling and Normalization -...

  Chuck Sherman

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  "Data Scaling and Normalization: A Comprehensive Guide to Enhancing Data Quality and Model Performance" offers an in-depth exploration of the crucial techniques used in preprocessing data to enhance the quality of machine learning models. Designed for data scientists, machine learning engineers, and analysts, this book provides a clear and comprehensive understanding of how scaling and normalization techniques impact model accuracy, efficiency, and interpretability. 
  Inside, you'll find detailed explanations of the core concepts of data scaling and normalization, including Min-Max scaling, Z-score normalization, robust scaling, and more. The book covers when and how to apply these techniques to various types of data, from numerical to categorical, and explores their role in improving model convergence, reducing biases, and enhancing generalization. 
  Key topics include:The importance of data scaling and normalization in preparing data for machine learning modelsPractical applications of scaling and normalization methods across different machine learning algorithmsReal-world examples and case studies showcasing the impact on model performanceAdvanced techniques and considerations for scaling complex datasetsBest practices for ensuring data quality through preprocessing 
  With step-by-step guidance, code examples, and expert insights, this book is an essential resource for anyone looking to master data preprocessing and take their machine learning models to the next level.  
  This comprehensive guide will help you understand the nuances of scaling and normalization and how they directly affect the success of your machine learning projects. 
   

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  The New World on Mars - What We...

  Robert Zubrin

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  When Robert Zubrin published his classic book The Case for Mars a quarter century ago, setting foot on the Red Planet seemed a fantasy. Today, manned exploration is certain, and as Zubrin affirms in The New World on Mars, so too is colonization. 
   
   
   
  We will settle on Mars, and with our knowledge of the planet, analyzed in depth by Dr. Zubrin, we will utilize the resources and tackle the challenges that await us. What we will we build? Populous Martian city-states producing air, water, food, power, and more. Zubrin's Martian economy will pay for necessary imports and generate income from varied enterprises, such as real estate sales—homes that are airtight and protect against cosmic space radiation, with fish-farm aquariums positioned overhead, letting in sunlight and blocking cosmic rays while providing fascinating views. Zubrin even predicts the Red Planet customs, social relations, and government that will overcome traditional forms of oppression to draw Earth immigrants. 
   
    
   
  With all of this in place, Zubrin's Red Planet will become a pressure cooker for invention, benefiting humans on Earth, Mars, and beyond. We can create this magnificent future, making life better, less fatalistic. The New World on Mars proves that there is no point killing each other over provinces and limited resources when, together, we can create planets.

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  The Wise Hours - A Journey into...

  Miriam Darlington

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  Owls have existed for over sixty million years, and in the relatively short time we have shared the planet with these majestic birds they have ignited the human imagination. But even as owls continue to captivate our collective consciousness, celebrated British nature writer Miriam Darlington finds herself struck by all she doesn't know about the true nature of these enigmatic creatures. 
   
   
   
  Darlington begins her fieldwork in the British Isles with her teenage son, Benji. As her avian fascination grows, she travels to France, Serbia, Spain, Finland, and the frosted Lapland borders of the Arctic for rare encounters with the barn owl, tawny owl, long-eared owl, pygmy owl, snowy owl, and more. But when her son develops a mysterious illness, her quest to understand the elusive nature of owls becomes entangled with her search for finding a cure. 
   
   
   
  In The Wise Hours, Darlington watches and listens to the natural world and to the rhythms of her home and family, inviting listeners to discover the wonders of owls alongside her while rewilding our imagination with the mystery, fragility, and magnificence of all creatures.

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  LLM Domain-specific LLMs &...

  Et Tu Code

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  LLM, Domain-specific LLMs & Multimodals: Your Guide to Language Model Development 
  Master the world of language models with this comprehensive ebook! 
  This book is your one-stop guide to understanding and building your own language models. Whether you're a beginner or an experienced developer, you'll find everything you need to know, from the basics of natural language processing to cutting-edge multimodal models. 
  What You'll Learn:The fundamentals of language model development:Choose the right framework for your needs.Collect and preprocess data effectively.Design and train your own language model.Evaluate and fine-tune your model for optimal performance.Explore the exciting world of domain-specific LLMs:Tailor your model to specific industries and tasks.Discover popular pre-trained models and fine-tuning techniques.Navigate ethical considerations and best practices.Dive into the power of multimodal LLMs:Combine text, images, audio, and more for richer understanding.Build and implement your own multimodal models.Explore practical applications and future directions. 
  Plus:Case studies and project examples to inspire you.Community resources and tools to help you get started.In-depth discussion of ethical considerations and security best practices. 
  With its clear explanations, practical guidance, and comprehensive coverage, this ebook is your essential resource for unlocking the power of language models.

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  Kanban for Beginners - Mastering...

  Steve Abrams

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  Unlock the power of visual management with "Kanban for Beginners: Mastering Efficiency Through Visual Management", your essential guide to implementing the Kanban system in any environment. Whether you're new to the concept or seeking to refine your understanding, this book offers a comprehensive exploration of Kanban, from its roots in Japanese manufacturing to its modern adaptations across various industries. 
  Begin by learning the basics of Kanban, including its key components such as the Kanban board, visual signals, and workflow limits. Each chapter builds on your knowledge, guiding you through setting up your first Kanban board, implementing effective strategies to manage tasks, and optimizing your workflow for maximum efficiency. 
  Delve into advanced techniques to scale Kanban for larger teams and multiple projects, integrate it with other methodologies like Scrum and Lean, and navigate common pitfalls. Real-world case studies provide practical insights and illustrate the transformative potential of Kanban in real business scenarios. 
  "Kanban for Beginners" is more than just a manual; it's a roadmap to continuous improvement and organizational efficiency. With easy-to-understand explanations and actionable advice, this book is an indispensable resource for anyone looking to enhance productivity, streamline operations, and foster a culture of transparency and continuous improvement in their workplace. Embrace the simplicity and effectiveness of Kanban and transform the way your team works! 
   

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  All Through the Night: Why Our...

  Dani Robertson

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  Best New Books on Space 2024 – Forbes 
  ‘Rarely is a non-fiction book about science this engaging’ – Forbes 
  Why darkness is so important – to plants, to animals, and to ourselves – and why we must protect it all costs. 
  Darkness is the first thing we know in our human existence. Safe and warm inside the bubble of the womb, we are comfortable in that embracing dark. But as soon as we are bought into the light, we learn to fear the dark. Why? 
  This book is a celebration of all things that go bump in the night and the joy that can be found when the sun goes down. As a society we have closed our curtains to the darkness, now Dani Robertson urges you to cast those curtains wide, step out of your front door and let the darkness pull you in. 
  Some 99 per cent of Western Europeans live under light polluted skies, but what is this doing to our health? Our wellbeing? Our connection to the cycles of nature? 
  Our wildlife, too, has been cast into the harsh glare of our light addiction, with devastating impacts. 
  In this book Dani shares with you the excitement and adventure she has found when everyone else is tucked up in bed. She explores constellations and cultures, enjoys environmental escapades, all whilst learning why we are addicted to light and why it is ruining our lives. She’ll show you why the darkness is so important and why we must protect it all costs. You’ll become a crusader of Darkness and an expert on what we can do to stop the onward march of light pollution (clue: it’s as easy as the flick of a switch). 
  Her life depends on darkness, and yours does too. 
  Dani Robertson's All Through The Night is a non-fiction exploration of the importance of darkness in our ecosystems. It's a journey through the wilderness of the night sky, touching on topics of astronomy, ecology, and conservation. This bestseller is a call to action for the protection of our habitats from light pollution. 
  For fans of John Lewis-Stempel (England), Katherine May (Enchantment), Robin Wall Kimmerer (Gathering Moss), Matt Haig (The Comfort Book), and Derek Gow (Birds, Beasts and Bedlam). 
  HarperCollins 2023

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