A Handbook of Mathematical Models with Python - Elevate your machine learning projects with NetworkX PuLP and linalg

Dr. Ranja Sarkar

Sinopse

Mathematical modeling is the art of transforming a business problem into a well-defined mathematical formulation. Its emphasis on interpretability is particularly crucial when deploying a model to support high-stake decisions in sensitive sectors like pharmaceuticals and healthcare.
Through this book, you’ll gain a firm grasp of the foundational mathematics underpinning various machine learning algorithms. Equipped with this knowledge, you can modify algorithms to suit your business problem. Starting with the basic theory and concepts of mathematical modeling, you’ll explore an array of mathematical tools that will empower you to extract insights and understand the data better, which in turn will aid in making optimal, data-driven decisions. The book allows you to explore mathematical optimization and its wide range of applications, and concludes by highlighting the synergetic value derived from blending mathematical models with machine learning.
Ultimately, you’ll be able to apply everything you’ve learned to choose the most fitting methodologies for the business problems you encounter.

Disponível desde: 30/08/2023.

Comprimento de impressão: 144 páginas.

Ciência e Tecnologia

Outros livros que poderiam interessá-lo

The Compleat Angler

Izaak Walton

Walton's popular classic treatise on fishing goes far beyond techniques, as it embraces a life that values serenity and appreciation for creation. Some of the natural history lore is antiquated, but keen intelligence and good humor express themselves in a readable and enjoyable manner.

Ver livro

The Way of the Gardener - Lost...

Lyndon Penner

Reverence takes on a new meaning in this original memoir of an avid gardener walking the Camino de Santiago.
		 
The Camino de Santiago has been a journey for pilgrims for more than 1,000 years, testing—to varying degrees—their spirit, faith, and physical endurance. Lyndon Penner’s attention lies elsewhere. A renowned gardener and lover of literature, he revels in the plants, trees, and flowers that tell the history of the people and ecology of northern Spain.
		 
Brimming with wry observations—of nature, himself, and other pilgrims on the road—The Way of the Gardener reveals the beauty and the darkness of the human condition while underscoring the deeply fascinating nature of nature itself. This textured work makes for perfect armchair—or garden—reading.

Ver livro

Restless Spirits

ELISA J WILKINSON

Restless Spirits is a fascinating and compelling read by well-known ghost-hunter Elisa Wilkinson, author of Seeing is Believing. Recounting specific hauntings and numerous ghostly occurrences around Britain, this is the culmination of years of personal research and details crucial elements of the locations visited and the skeletal apparitions to unexplainable faces and plasmatic orbs seen there.This is a must read for the paranormal community, but the psychic phenomena detailed within will open a reader’s eyes up to the realities of the spirit world, effectively proving that ghosts do exist and are part of our daily lives. This book is sure to have you flicking pages long after bedtime…

Ver livro

Pandemic Whispers: Unseen...

Orson Kinsley

Pandemic Whispers: Unseen Threats and Human Resilience
⭐⭐ Simplified Guide & Explanations Included ⭐⭐
Are you eager to advance in your career while enhancing your understanding of pandemics and successfully navigating today's challenges?
Searching for an all-encompassing guide that covers everything needed to grasp the complexities of current pandemic threats?
Your quest ends here!
This audiobook serves as your ultimate companion for deepening your insight, applying essential knowledge, and engaging in practical exercises. With this resource, you'll be prepared for success.
Updated to reflect the latest insights and developments in pandemic understanding.
Key features of this enriching guide include:
- In-depth insights that transform understanding of pandemics
- Comprehensive exploration of unseen threats and human resilience
- Effective strategies for preparation and problem-solving
Our guide stands out with its thorough coverage, which is essential for your journey toward mastery. Concepts are not just brushed upon; they are examined with meticulous attention.
Crafted with a clear structure and straightforward language, our guide on pandemics ensures seamless transitions between topics. Say goodbye to complex jargon and embrace clear, concise, and intrinsically valuable content.
So, why hesitate? Click the BUY NOW button, secure your guide, and embark on your journey toward understanding pandemics and the resilience of humanity!
Prepare yourself and embrace the journey through "Pandemic Whispers: Unseen Threats and Human Resilience."

Ver livro

Green Horizon - Transforming the...

Ahmed Elidrisy

"Green Horizon" presents a compelling vision for transforming society in response to the urgent challenge of climate change. Written by leading experts in sustainability and environmental policy, this book explores innovative strategies and practical solutions for achieving a sustainable, low-carbon future. Through a combination of research insights, case studies, and policy recommendations, "Green Horizon" outlines a roadmap for transitioning to a more resilient and environmentally friendly society. From renewable energy and sustainable agriculture to green technology and urban planning, this book covers a wide range of topics, providing inspiration and guidance for individuals, businesses, and governments committed to addressing climate change. 
With a focus on collaboration and collective action, "Green Horizon" offers hope and optimism for building a brighter, greener future for generations to come.

Ver livro

Benny the Blue Whale - A Descent...

Andy Stanton

A bestselling author and AI team up to write a novel. Chaos ensues.

AI is changing the world at frightening speed. A bestselling author decides to find out more…

Is ChatGPT the end of creative industries as we know them? An ethical quagmire from which there is no return? A threat to all our jobs, as we keep hearing on the news?

Bestselling children’s author Andy Stanton has made a career out of writing differently – from the unconventional ‘hero’ of his bestselling Mr Gum series to his penchant for absurdist plots, his children’s books are anything but formulaic.

When a friend introduces him to ChatGPT, the new large language chatbot, Andy is as sceptical as he is curious. Can this jumble of algorithms really mimic the spontaneity of human thought? Could it one day replace human authors like him for good? And are we soon to be ruled over by despotic robot overlords.

He decides there’s only one thing for it – he must test this bot’s capabilities. Eventually, he settles on a prompt that will push the algorithm to its creative limits: ‘tell me a story about a blue whale with a tiny penis.’

Chaos ensues.

What follows is a surprising and illuminating battle between Andy and ChatGPT that maybe, just maybe, might help us all understand AI a little bit better. Join Andy and his beleaguered AI lackey on a rollicking metafictional journey through the art of storytelling. Presenting his prompts and the AI-generated narrative alongside extensive commentary, Stanton provides a startling paean to the art of a good story and boundless human creativity. Hopeful and hilarious, Benny the Blue Whale provides a joyfully anarchic meditation on AI, literature and why we write.

Ver livro