Applied Geospatial Data Science with Python - Leverage geospatial data analysis and modeling to find unique solutions to environmental problems

David S. Jordan

Sinopsis

Data scientists, when presented with a myriad of data, can often lose sight of how to present geospatial analyses in a meaningful way so that it makes sense to everyone. Using Python to visualize data helps stakeholders in less technical roles to understand the problem and seek solutions. The goal of this book is to help data scientists and GIS professionals learn and implement geospatial data science workflows using Python.
Throughout this book, you’ll uncover numerous geospatial Python libraries with which you can develop end-to-end spatial data science workflows. You’ll learn how to read, process, and manipulate spatial data effectively. With data in hand, you’ll move on to crafting spatial data visualizations to better understand and tell the story of your data through static and dynamic mapping applications. As you progress through the book, you’ll find yourself developing geospatial AI and ML models focused on clustering, regression, and optimization. The use cases can be leveraged as building blocks for more advanced work in a variety of industries.
By the end of the book, you’ll be able to tackle random data, find meaningful correlations, and make geospatial data models.

Disponible desde: 28/02/2023.

Longitud de impresión: 308 páginas.

Ciencia y tecnología

Otros libros que te pueden interesar

A Brief History of the...

Sally Coulthard

A Waterstones Best Book of 2024: Nature Writing
The untold story of rural Britain revealed through its artefacts
'A really lovely, fascinating book. I dived straight into this clever, joyous, celebration of nature, history, and – of course – the countryside.' Charles Spencer, author of The White Ship
For most of human history, we were rural folk.
Our daily lives were bound up with working the land, living within the rhythm of the seasons. We poured our energies into growing food, tending to animals and watching the weather. Family, friends and neighbours were often one and the same. Life revolved around the village and its key spaces and places – the church, the green, the school and the marketplace.
And yet rural life is oddly invisible our historical records. The daily routine of the peasant, the farmer or the craftsperson could never compete with the glamour of city life, war and royal drama. Lives went unrecorded, stories untold.
There is, though, one way in which we can learn about our rural past. The things we have left behind provide a connection that no document can match; physical artefacts are touchstones that breathe life into its history. From farming tools to children’s toys, domestic objects and strange curios, the everyday items of the past reveal fascinating insights into an often-forgotten way of life. Birth, death, celebration, work, crime, play, medicine, beliefs, diet and our relationship with nature can all be read from these remnants of our past.
From ancient artefacts to modern-day memorabilia, this startling book weaves a rich tapestry from the fragments of our rural past.
In her non-fiction book A Brief History of the Countryside in 100 Objects, Sally Coulthard explores the social and cultural dynamics of rural life in Europe. The book, steeped in anthropology and environmental conservation, emphasises the importance of regional studies and the protection of our environment.
For fans of Jane Cooper (The Lost Flock), James Rebanks (The Shepherd's View), Clara Parkes (Vanishing Fleece), Robert Macfarlane (Desert Solitaire), and Robin Wall Kimmerer (The Serviceberry).
HarperCollins 2024

Ver libro

Environmental Justice - A Very...

Pamela Hill

Environmental justice recognizes that environmental benefits and burdens should be distributed fairly, and that the people making policy decisions should incorporate the views of those most often harmed: people of color, Indigenous populations, low-income communities, and those who are underserved and disenfranchised for other reasons such as age, gender, or disability. It encompasses not only traditional environmental issues like clean air and clean water, but also social issues such as employment, nutrition, and access to health care. Although environmental justice is a relatively recent concept, it has become a focus of governmental environmental policy, UN actions, and the activities of many nongovernmental environmental organizations. Its development tracks our growing understanding of racism and wealth disparity in the United States and elsewhere, and of our understanding of inequality between the Global North and the Global South. In the era of climate change, climate justice is a particular focus.Environmental Justice: A Very Short Introduction defines the concept, identifies specific environmental justice populations, examines root causes, including racism, capitalism, and colonialism, and traces the history of the environmental justice movement and governmental responses to it. It concludes with suggestions for achieving this elusive goal.

Ver libro

Keepers of the Shield

Sandy Kelly

Why would anyone spend a large portion of their life in a world that doesn’t really exist, or with friends they have never met? Those are questions anyone considering online gaming should explore. It starts out innocently enough—with the excitement, unbelievable graphics, and unique storylines that suck you into a world which can rob you of time, self-esteem, health, and the ability to distinguish between reality and fantasy.The sad truth is that there are millions upon millions of people just like you and me who fall down that rabbit hole. It’s a drug, an escape, a test of our fortitude—and it can replace reality to the point of a false existence. And yet, we do it over and over, and we love almost every minute.We, who are called humans, are easily sideswiped off the road of common sense into the dumpster of adventure. I, of all people, can point this out because I spent almost 22 years, and even now—after five years away—I am still going through withdrawals.This is what some call tough love.

Ver libro

A Robot Wrote This Poetry Book

Simon Foster

To raise awareness of how frightening AI is, I am publishing an entire book of poetry written by artificial intelligence.The shocking part is that these poems are pretty good, fun to listen to, and AI has some crazy opinions.In this book, I provide AI 1) topics for poetry 2) analysis and commentary of the poetry.Behold the entertaining terror of poetry by GPT-3, an OpenAI large-scale language-generation model. 
About me, the author: I am a worker in the tech industry and a media entrepreneur. I am deeply frightened by the present & future possibilities of artificial intelligence. I also think AI can be quite funny, as you'll see in this book.

Ver libro

Machine Learning with Python for...

Saimon Carrie

Dive into the captivating world of artificial intelligence with "Machine Learning with Python for Beginners: An Advanced Guide to Unleashing the Power of AI." Designed for those who are new to machine learning but eager to delve deeper into the complexities and powerful capabilities of this cutting-edge technology, this book provides an ideal blend of foundational knowledge and advanced insights.
Starting with the basics, this guide introduces you to the core concepts and terminologies of machine learning, ensuring you have a solid understanding before progressing to more sophisticated topics. As you advance, you'll explore a variety of algorithms and models that form the backbone of AI, including regression analysis, neural networks, decision trees, and ensemble methods.
Python, a leading programming language in AI, serves as your toolkit throughout the book. You’ll learn to leverage Python’s extensive libraries such as NumPy, Pandas, Scikit-learn, TensorFlow, and Keras to build, test, and refine your own machine learning models. Each chapter includes practical examples and hands-on exercises designed to reinforce your understanding and help you apply theoretical knowledge to real-world problems.
This guide doesn't stop at theory and practice. It pushes further into the realm of AI applications, demonstrating how machine learning can be applied to solve complex challenges in industries like healthcare, finance, and cybersecurity. You'll also gain insights into the ethical considerations and future potential of AI, preparing you to make informed decisions in your projects or career.
"Machine Learning with Python for Beginners" is your comprehensive guide to mastering the fundamentals and exploring the advanced applications of machine learning. Embark on this learning journey and unlock the power of AI with Python, paving the way for innovative solutions and transformative technologies.

Ver libro

Astral Projection Guided Sleep...

Calm Voices

Have you ever yearned to explore the cosmos, to transcend the boundaries of the physical world and embark on incredible journeys beyond the stars? Do you dream of experiencing the exhilaration of astral projection, unlocking the hidden realms of the universe that lie just beyond our perception? Can you imagine a future where you effortlessly slip into the astral plane, exploring the mysteries of existence and uncovering the secrets of the universe with boundless freedom?
The gateway to astral projection and an extraordinary voyage into the astral realm awaits you with the Astral Projection Guided Sleep Meditation.
Can you envision a night where you peacefully drift into a deep, otherworldly sleep, leaving behind the confines of your physical body and embarking on incredible astral adventures? This transformative audio book is meticulously designed to guide you into a state of profound relaxation, helping you transcend the limitations of the physical world.
Say goodbye to the boundaries of the material realm and welcome a future where you are the master of your own astral experiences. This audio book isn't just a guide; it's your key to unlocking the secrets of astral projection, offering you the ability to explore the universe like never before.
As you embark on this incredible journey, you'll discover the techniques to navigate the astral plane, access hidden knowledge, and explore the boundless wonders of existence. Imagine a future where you're free to roam the astral realms, experiencing the universe's vast mysteries firsthand.
The Astral Projection Guided Sleep Meditation is your trusted companion on the path to unlocking the cosmos. Don't let the limitations of the physical world confine you any longer – take the first step toward boundless exploration tonight.

Ver libro