A Cup of Motivation: A Book of Quotes, Words of Wisdom, Memes & Jokes, Cole Jr Howard Lee
Автор: Lane Hobson, Hapke Hannes, Howard Cole Название: Natural Language Processing in Action ISBN: 1617294632 ISBN-13(EAN): 9781617294631 Издательство: Pearson Education Рейтинг: Цена: 52790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Summary
Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the Technology
Recent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result? Chatbots that can imitate real people, meaningful resume-to-job matches, superb predictive search, and automatically generated document summaries--all at a low cost. New techniques, along with accessible tools like Keras and TensorFlow, make professional-quality NLP easier than ever before.
About the Book
Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.
What's inside
Some sentences in this book were written by NLP Can you guess which ones?
Working with Keras, TensorFlow, gensim, and scikit-learn
Rule-based and data-based NLP
Scalable pipelines
About the Reader
This book requires a basic understanding of deep learning and intermediate Python skills.
About the Author
Hobson Lane, Cole Howard, and Hannes Max Hapke are experienced NLP engineers who use these techniques in production.
Table of Contents
PART 1 - WORDY MACHINES
Packets of thought (NLP overview)
Build your vocabulary (word tokenization)
Math with words (TF-IDF vectors)
Finding meaning in word counts (semantic analysis)
PART 2 - DEEPER LEARNING (NEURAL NETWORKS)
Baby steps with neural networks (perceptrons and backpropagation)
Reasoning with word vectors (Word2vec)
Getting words in order with convolutional neural networks (CNNs)
Loopy (recurrent) neural networks (RNNs)
Improving retention with long short-term memory networks
Sequence-to-sequence models and attention
PART 3 - GETTING REAL (REAL-WORLD NLP CHALLENGES)
Information extraction (named entity extraction and question answering)
Getting chatty (dialog engines)
Scaling up (optimization, parallelization, and batch processing)
Автор: Thomas, Howard Lee, Michelle Thomas, Lynne Wilson, Alexander Название: Africa ISBN: 1787430960 ISBN-13(EAN): 9781787430969 Издательство: Emerald Рейтинг: Цена: 90260.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This is the second of two volumes, written with strong support from the EFMD (European Foundation for Management Development) and the GMAC (Graduate Management Admission Council), aimed at understanding and examining the challenges of developing management education across Africa.
Автор: Cole, Howard N Название: Badges on battledress ISBN: 1783314486 ISBN-13(EAN): 9781783314485 Издательство: Неизвестно Рейтинг: Цена: 28970.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: McBain Howard Lee Название: DeWitt Clinton: And the Origin of the Spoils System in New York ISBN: 1701251035 ISBN-13(EAN): 9781701251038 Издательство: Неизвестно Цена: 9140.00 T Наличие на складе: Невозможна поставка. Описание: The name of DeWitt Clinton has been associated for a long time with all that is reprehensible in connection with the introduction of the so-called spoils system into the politics of New York. Not only has the extent to which he carried the policy of removal from office been overestimated but many other phases of his plan of distributing the patronage have been the subject of misrepresentation. Even so eminent a scholar as Mr. Henry Adams expresses the opinion that he was hardly less responsible than Burr for lowering the standard of New York politics and indirectly that of the nation, and in another connection this distinguished historian makes the unqualified assertion that Clinton, urged on by political self-interest, swept out of office every federalist in New York to make room for his republican supporters. Nor is extravagance of statement the only error into which Mr. Adams has fallen. He quite unjustly accuses Clinton of giving undue preferment to his own family connections and of adopting a policy of total exclusion toward the political adherents of his rival, Aaron Burr, in the distribution of both federal and state offices. Similar views have been expressed by historians both before and since Mr. Adams wrote, and a general impression has gone abroad that, when Clinton first came to wield his power in New York, he instituted so drastic a proscription of his political opponents and so thoroughgoing an exclusion of those elements of his own party that were inimical to his personal interests that his conduct can find explanation only in the belief that he was moved by an overmastering spirit of selfishness, and that anything like a guiding principle must have been wholly foreign to his thought and purpose.Unfortunately for the fame of Clinton the materials for a complete study of his policy in the distribution of the New York patronage have never been carefully sifted, although they have not been wholly inaccessible. The manuscript files of the council of appointment, which throw a flood of light upon the history of patronage, lie as yet unorganized and unmounted. The manuscript minutes of the council have been used to some extent, but nothing like an exhaustive study of them has hitherto been made. The public papers of George Clinton, which have received only occasional investigation, offer an invaluable source of information upon every phase of New York politics during the interesting period of his life; while the DeWitt Clinton papers, the newspapers and pamphlets of the time, the legislative journals and the numerous printed collections of correspondence and writings are alike indispensable aids to a fair understanding of the share which the younger Clinton had in the introduction of the system of spoils in New York. It is primarily upon these documents and papers that the present study is based.
Автор: Lee Hilda, Hough Barry, Davis Howard Название: Constitutional History of Malta 1800-1914 ISBN: 1912142082 ISBN-13(EAN): 9781912142088 Издательство: Неизвестно Рейтинг: Цена: 96560.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Lee, Kristen Название: The Astonishment Of Savannah F. Howard ISBN: 0593309162 ISBN-13(EAN): 9780593309162 Издательство: Random House (USA) Рейтинг: Цена: 13480.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: A striking debut novel about racism on elite college campuses. Fans of Dear White People will embrace this activist-centered contemporary novel about a college freshman grappling with the challenges of attending an elite university with a disturbing racist history--that may not be as distant as it seems. Savannah Howard sacrificed her high school social life to make sure she got into a top college. Her sights were set on an HBCU, but when she is accepted to the ivy-covered walls of Wooddale University on a full ride, how can she say no?
Wooddale is far from the perfectly manicured community it sells on its brochures, though. Savannah has barely unpacked before she comes face-to-face with microagressions stemming from racism and elitism. Then, Clive Wilmington's statue is vandalized with blackface. The prime suspect? Lucas Cunningham, Wooddale's most popular student and son to a local prominent family. Soon, Savannah is unearthing the hidden secrets of Wooddale's racist history. But what's the price for standing up for what is right? And will telling the truth about Wooddale's past cost Savannah her own future?
A stunning, challenging, and timely debut about racism and privilege on college campuses.
