Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
All characters reduced
Natural Language Processing using R Pocket Primer - Learn Essential NLP Techniques and Tools for Developers - cover

Natural Language Processing using R Pocket Primer - Learn Essential NLP Techniques and Tools for Developers

Oswald Campesato

Publisher: Packt Publishing

  • 0
  • 0
  • 0

Summary

This book is for developers seeking an overview of basic concepts in Natural Language Processing (NLP). It caters to a technical audience, offering numerous code samples and listings to illustrate the wide range of topics covered. The journey begins with managing data relevant to NLP, followed by two chapters on fundamental NLP concepts. This foundation is reinforced with Python code samples that bring these concepts to life.The book then delves into practical NLP applications, such as sentiment analysis, recommender systems, COVID-19 analysis, spam detection, and chatbots. These examples provide real-world context and demonstrate how NLP techniques can be applied to solve common problems. The final chapter introduces advanced topics, including the Transformer architecture, BERT-based models, and the GPT family, highlighting the latest state-of-the-art developments in the field.Appendices offer additional resources, including Python code samples on regular expressions and probability/statistical concepts, ensuring a well-rounded understanding. Companion files with source code and figures enhance the learning experience, making this book a comprehensive guide for mastering NLP techniques and applications.
Available since: 08/07/2024.
Print length: 266 pages.

Other books that might interest you

  • Sagittarius A Star - cover

    Sagittarius A Star

    Mike Blake

    • 0
    • 0
    • 0
    Sagittarius A Star *The wonders of nature, beyond our goldfish bowl. The Cosmos unfolded into a glass onion, peturbed by  -  NOTHING at all!The centre of our Galaxy. Inhabited by one of the most extraordinary and violent systems in Nature.
    Show book
  • Tales of Space and Time - cover

    Tales of Space and Time

    H. G. Wells

    • 0
    • 0
    • 0
    "Between the stars and the stone, lies the story of us."
    
    In this seminal collection, H.G. Wells—the "Father of Science Fiction"—takes readers on a journey across the spectrum of existence. From the primitive struggles of our ancestors in "A Story of the Stone Age" to the dystopian urban sprawl of "A Story of the Days to Come," Wells explores how environment and technology shape the human spirit. Featuring the chilling cosmic disaster of "The Star" and the mysterious Martian surveillance in "The Crystal Egg," these five stories serve as a profound meditation on humanity's fragile place in a vast, indifferent universe.
    
    The Origins of Mystery: In "The Crystal Egg," Wells returns to the themes of The War of the Worlds, suggesting that even as we go about our daily lives, we are being watched from across the void. In "The Star," he delivers one of the most powerful descriptions of a global cataclysm ever written, showing how a passing celestial body could rewrite the geography of Earth and the humility of man.
    
    The Future of the Machine: In the novella-length "A Story of the Days to Come," Wells predicts a world of moving sidewalks, synthesized food, and a rigid social hierarchy where the wealthy live in the sun and the poor toil in the subterranean depths. This vision of a "megacity" served as the direct inspiration for later masterpieces like Fritz Lang's Metropolis.
    
    A Struggle for Survival: Wells reminds us that whether we are fighting a cave lion with a flint axe or battling a corporate monopoly in the year 2100, the core of the human experience remains the same: the drive to survive, to love, and to transcend our limitations.
    
    Travel across the eons. Purchase "Tales of Space and Time" today and witness the evolution of a genius.
    Show book
  • AI Artifical Intelligence The Revolution - Beginners Crash Course - cover

    AI Artifical Intelligence The...

    ian batantu

    • 0
    • 0
    • 0
    This book is a comprehensive guide to the latest advancements in artificial intelligence, from machine learning to deep neural networks & opportunities in AI. This book explores how AI is transforming industries and includes exclusive bonus content for my devoted readers at the end of the book. Whether you're a tech pro or just starting to explore AI, this book is your ultimate guide to understanding and harnessing the power of this transformative technology
    Show book
  • Renewable Energy - A Very Short Introduction 2nd Edition - cover

    Renewable Energy - A Very Short...

    Nick Jelley

    • 0
    • 0
    • 0
    Energy is vital for a good standard of living, and affordable sources of power that do not cause climate change or pollution are crucial. Renewable energy is recognized as providing the answer, with countries from around the world deciding at COP28 in 2023 to aim to triple the global renewable energy capacity by 2030, for the transition away from fossil fields to be on track for net-zero emissions by 2050.This Very Short Introduction describes the main sources of renewable energy—solar PV, wind, hydropower, and biomass—their innovative technologies, and what each could deliver. It also discusses the relatively small contributions expected from tidal, wave, geothermal, and nuclear power, and from carbon capture and storage. Electrification of buildings, industry, and transport for net-zero will roughly triple the supply of electricity, and this can be met predominantly by solar PV and wind power.The learning effect has resulted in a dramatic drop in the price of wind and solar PV power in the last decade, making them the cheapest generators of electricity in most parts of the world. The Very Short Introduction ends by discussing the actions needed that include strong consistent policies, financial initiatives to take advantage of the long-term benefits of renewables, and good community involvement.
    Show book
  • Then I Am Myself the World - What Consciousness Is and How to Expand It - cover

    Then I Am Myself the World -...

    Christof Koch

    • 0
    • 0
    • 0
    The world's leading investigator of consciousness argues that by understanding what consciousness does—cause change in the world—we can understand its origins and its future 
     
     
     
    In Then I Am Myself the World, Christof Koch explores the only thing we directly experience: consciousness. At the book's heart is integrated-information theory, the idea that the essence of consciousness is the ability to exert causal power over itself, to be an agent of change. Koch investigates the physical origins of consciousness in the brain and how this knowledge can be used to measure consciousness in natural and artificial systems. 
     
     
     
    Enabled by such tools, Koch reveals when and where consciousness exists, and uses that knowledge to confront major social and scientific questions: When does a fetus first become self-aware? Can psychedelic and mystical experiences transform lives? What happens to consciousness in near-death experiences? Why will generative AI ultimately be able to do the very thing we can do, yet never feel any of it? And do our experiences reveal a single, objective reality? 
     
     
     
    This is an essential book for anyone who seeks to understand ourselves and the future we are creating.
    Show book
  • The Ultraview Effect - What We Can Learn from Astronauts about Awe Humility and Exploring the Unknown - cover

    The Ultraview Effect - What We...

    Deana L. Weibel

    • 0
    • 0
    • 0
    What astronauts' extraordinary experiences of awe and humility teach us about humanity. What is it like to stand in the shadow of Earth and the Moon and look out at the vastness of the Milky Way? To confront a view so grand it cannot be reproduced in a photo? These are the questions space anthropologist Deana L. Weibel asked as she interviewed astronauts and others in the space community. What they told her was not just surprising but also deeply moving. When gazing into star fields not fully visible from Earth, these astronauts experienced a profound sense of humility that fundamentally transformed their understanding of humanity. Welcome to the ultraview effect. The ultraview effect expands on the classic "overview effect." Comparing spacefarers to religious pilgrims, Weibel suggests that this experience of deep humility is a generative reaction to awe, which inspires exploration and adventure. When facing the vastness of the universe, acknowledging our monumental ignorance is what drives our will to discover. A fascinating dive into science, cognition, and spirituality, The Ultraview Effect draws from astronauts' own accounts to make the case that continued human space exploration is not only a scientifically essential endeavor but also a culturally enriching one.
    Show book