Junte-se a nós em uma viagem ao mundo dos livros!
Adicionar este livro à prateleira
Grey
Deixe um novo comentário Default profile 50px
Grey
Assine para ler o livro completo ou leia as primeiras páginas de graça!
All characters reduced
Natural Language Processing Fundamentals for Developers - A Practical Guide to Building NLP Applications - cover
LER

Natural Language Processing Fundamentals for Developers - A Practical Guide to Building NLP Applications

Mercury Learning and Information, Oswald Campesato

Editora: Packt Publishing

  • 0
  • 0
  • 0

Sinopse

This book is for developers seeking an overview of basic concepts in Natural Language Processing (NLP). It caters to those with varied technical backgrounds, 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.
Disponível desde: 07/08/2024.
Comprimento de impressão: 382 páginas.

Outros livros que poderiam interessá-lo

  • Probability Theory - cover

    Probability Theory

    Introbooks Team

    • 0
    • 0
    • 0
    Analysis theory of any random phenomena is known as probability. Main resource for concept of probability is probability theory. Probability theory is said to be one of many most important concepts or branches of mathematics. Following objects are known as main concepts or central objects:Random variablesStochastic processesRandom eventsMeasured quantities 
    Events are a kind of abstraction achieved through mathematical process. This abstraction is done on the base of non-deterministic events. Measured quantities can also be used for such abstraction. Measured quantities can be single occurrence or also follow random fashion for time evolving multiple occurrences. Making predictions about the outcome of random events is not always easy or even impossible sometimes. However, if influences are made on sequence of individual events, they will tend to follow certain patterns that are much easy to study, practice and predict. For instance, if outcome of coin flipping or roll of dice is influenced by outer factors such as friction, they will follow a specific pattern when proving outcome. Once this certain pattern is figured out and understood properly, it becomes much easier to predict the outcome with maximum accuracy. It means that it is hard to understand future outcome of subsequent random events that makes it hard to predict them. However, it is easy to predict pattern exhibited by these group of events that makes it easy to predict them and their corresponding events also. To describe such patterns certain mathematical results or concepts are used. Law of large numbers and central limit theorem are two main concepts that are used to study and describe such patterns followed by sequential random events. 
    Mathematical foundations of statistics consider probability theory as a practical part for any human activity in which, quantitative analysis of large data sets are involved. Involving in daily human activities makes probability theory a main concept of mathematics and statistics. It is also heavily involved in many mathematical and statistical concepts, which also makes it important for one to learn and understand basic concepts of this theory. Probability theory can also be used to describe complex systems, systems that hold only partial knowledge of their corresponding state. These descriptions are done the same way they are done in statistical mechanics. This is the main reason for which this theory is considered as a part of both mathematics and statistics. However, mathematics and statistics are parent theories for each other so any concept of mathematics can be a concept of statistics and any concept of statistics can be a concept of mathematics. Discovery of probabilistic behavior of physical phenomena is considered a great discovery in the field of physics. This probabilistic behavior was observed at atomic scales. This whole observation was heavily related to the concepts of probability theory. However, probability theory was not used as a complete base in that theory. This concept and research is broadly described in theory of quantum mechanics. Quantum mechanics is arguably the only field in physics, which is related with the concepts of probability theory. However, researches are still going on and more connections are much likely to be found out soon thanks to the deep relations between mathematics and physics. 
    Ver livro
  • The Seventymile Kid - The Lost Legacy of Harry Karstens and the First Ascent of Mount McKinley - cover

    The Seventymile Kid - The Lost...

    Tom Walker

    • 0
    • 0
    • 0
    The Seventymile Kid tells the remarkable account of Harry Karstens, who was the actual—if unheralded—leader of the Hudson Stuck Expedition that was the first to summit Mount McKinley in Alaska. All but forgotten by history, a young Karstens arrived in the Yukon during the 1897 Gold Rush, gained fame as a dog musher hauling U.S. Mail in Alaska, and eventually became the first superintendent of Mount McKinley National Park (now known as Denali National Park and Preserve). Aided by Karstens's own journals, longtime Denali writer and photographer Tom Walker uncovered archival information about the Stuck climb, and reveals that the Stuck "triumph" was an expedition marred by significant conflict. Without Karstens's wilderness skills and Alaska-honed tenacity, it is quite possible Hudson Stuck would never have climbed anywhere near the summit of McKinley. Yet the two men had a falling out shortly after the climb and never spoke again. In this book, Walker attempts to set the record straight about the historic first ascent itself, as well as other pioneer attempts by Frederick Cook and Judge Wickersham. 
     
     
     
    Fans of Alaska literature, American history, and mountaineering lore will love this adventurous biography of the largerthan-life "sourdough" Karstens, in which Alaska—its wilderness, its iconic mountain, and its pioneer spirit—looms large.
    Ver livro
  • KISS Alexa - Ambient AI Alexa+ and the Introduction to the Caregiver's Tree - cover

    KISS Alexa - Ambient AI Alexa+...

    Patrick J. Fischer

    • 0
    • 0
    • 0
    KISS Alexa – Ambient AI, Alexa+ and the Introduction to the Caregiver’s Tree 
    explores Alexa and introduces readers to Alexa+ and the Caregiver’s Tree. 
    The Caregiver’s Tree is a term I created to describe a modern, connected way 
    for families to support their loved ones, especially when distance makes caregiving more challenging. 
    For audiobook listeners: the book mentions “Alexa” approximately 182 
    times, so here’s a friendly reminder to mute the microphones on your other 
    Alexa devices before you press play.
    Ver livro
  • How To Get Rid of Acne - Your Step By Step Guide To Getting Rid of Acne - cover

    How To Get Rid of Acne - Your...

    HowExpert, Elda Watulo

    • 0
    • 0
    • 0
    If you want to get rid of your acne, then get "How To Get Rid of Acne" by a person with real life experience doing this. 
    This step by step guide mainly focuses on acne. It talks about the main causes of acne, its types as well as various ways through which one can get rid of it completely. Further, the guide looks at the various methods one can use to remove scars left behind by acne. The main focus of this guide is the treatment of acne and this guide gives more emphasis to natural remedies ranging from herbal treatments to homemade natural acne remedies. 
    About the Expert 
    My name is Elda Watulo. Writing is my greatest passion and that is why I choose it as my profession. I am fond of nature and I like using natural remedies when it comes to anything to do with skin conditions. I normally use natural remedies and products and that is the main reason why I chose to share a few secrets concerning how to get rid of acne. I am a highly qualified writer and I write articles, products reviews, and eBooks about many topics. 
    HowExpert publishes quick 'how to' guides on all topics from A to Z by everyday experts.
    Ver livro
  • How to Lose the Hounds - Maroon Geographies and a World Beyond Policing - cover

    How to Lose the Hounds - Maroon...

    Celeste Winston

    • 0
    • 0
    • 0
    In How to Lose the Hounds Celeste Winston explores marronage—the practice of flight from and placemaking beyond slavery—as a guide to police abolition. She examines historically Black maroon communities in the Maryland suburbs of Washington, DC, that have been subjected to violent excesses of police power from slavery until the present day. Tracing the long and ongoing historical geography of Black freedom struggles in the face of anti-Black police violence in these communities, Winston shows how marronage provides critical lessons for reimagining public safety and community well-being. These freedom struggles take place in what Winston calls maroon geographies—sites of flight from slavery and the spaces of freedom produced in multigenerational Black communities. Maroon geographies constitute part of a Black placemaking tradition that asserts life-affirming forms of community. Winston contends that maroon geographies operate as a central method of Black flight, holding ground, and constructing places of freedom in ways that imagine and plan a world beyond policing.
    Ver livro
  • Blockchain: Everything You Need to Know About Blockchain - cover

    Blockchain: Everything You Need...

    Cory Bowen

    • 0
    • 0
    • 0
    The World Is Undergoing a Deep 360° Revolution! Learn Everything You Need to Know About Blockchain In the past few years, the world has seen the tendency towards favoring decentralized systems, rather than depending on a central authority. The infrastructure that is allowing this revolution to take place is called Blockchain. What is it? In the words of Don and Alex Tapscott, two of the biggest experts in the cryptocurrency sphere, “The blockchain is an incorruptible digital ledger of economic transactions that can be programmed to record not just financial transactions, but virtually anything of value.” It is an extremely powerful concept, that permits to cut out every central system, using a relationship of trust instead. However, by diving deep inside this fascinating topic, it is easy to see that there is an entire part of blockchain that is not often discussed. This book goes into it and more!
    Ver livro