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Blueprints for Text Analytics Using Python
Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you should use and in what order. This practical book provides data scientists and developers with blueprints for best practice solutions to common tasks in text analytics and natural language processing. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler provide real-world case studies and detailed code examples in Python to help you get started quickly. Extract data from APIs and web pages Prepare textual data for statistical analysis and machine learning Use machine learning for classification, topic modeling, and summarization Explain AI models and classification results Explore and visualize semantic similarities with word embeddings Identify customer sentiment in product reviews Create a knowledge graph based on named entities and their relations
Blueprints for Text Analytics Using Python
Turning text into valuable information is essential for many businesses looking to gain a competitive advantage. There have many improvements in natural language processing and users have a lot of options when choosing to work on a problem. However, it's not always clear which NLP tools or libraries would work for a business use--or which techniques you should use and in what order. This practical book provides theoretical background and real-world case studies with detailed code examples to help developers and data scientists obtain insight from text online. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler use blueprints for text-related problems that apply state-of-the-a...
Blueprints for Text Analytics Using Python
Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it's not always clear which NLP tools or libraries would work for a business's needs, or which techniques you should use and in what order. This practical book provides data scientists and developers with blueprints for best practice solutions to common tasks in text analytics and natural language processing. Authors Jens Albrecht, Sidharth Ramachandran, and Christian Winkler provide real-world case studies and detailed code examples in Python to help you get started quickly. Extract data from APIs and web pages Prepare textual data for statistical analysis and machine learning Use machine learning for classification, topic modeling, and summarization Explain AI models and classification results Explore and visualize semantic similarities with word embeddings Identify customer sentiment in product reviews Create a knowledge graph based on named entities and their relations
The Point of View
As a spiritual autobiography, Kierkegaard's The Point of View for My Work as an Author stands among such great works as Augustine's Confessions and Newman's Apologia pro Vita Sua. Yet Point of View is neither a confession nor a defense; it is an author's story of a lifetime of writing, his understanding of the maze of greatly varied works that make up his oeuvre. Upon the imminent publication of the second edition of Either/Or, Kierkegaard again intended to cease writing. Now was the time for a direct "report to history" on the authorship as a whole. In addition to Point of View, which was published posthumously, the present volume also contains On My Work as an Author, a contemporary substitute, and the companion piece Armed Neutrality.
Advances in Cancer Research
The Advances in Cancer Research series provides invaluable information on the exciting and fast-moving field of cancer research. This volume presents outstanding and original reviews on a variety of topics including Central Roles of Mg2+ and MgATP2- in the Regulation of Protein Synthesis and Cell Proliferation: Significance for Neoplastic Transformation; Presence and Influence of Human Papillomaviruses (HPV) in Tonsillar Cancer; T-Cell Transformation and Oncogenesis by ã2-Herpesviruses; Chaperoning Antigen Presentation by MHC Class II Molecules and Their Role in Oncogenesis; Soluble Mediators of Inflammation During Tumor Development; Classical and Non-Classical HLA Class I Antigen and NK Cell Activating Ligand Changes in Malignant Cells: Current Challenges and Future Directions.
Volume 5, Tome II: Kierkegaard and the Renaissance and Modern Traditions - Theology
The long period from the Renaissance to the nineteenth century supplied numerous sources for Kierkegaard's thought in any number of different fields. The present, rather heterogeneous volume covers the long period from the birth of Savonarola in 1452 through the beginning of the nineteenth century and into Kierkegaard's own time. The Danish thinker read authors representing vastly different traditions and time periods. Moreover, he also read a diverse range of genres. His interests concerned not just philosophy, theology and literature but also drama and music. The present volume consists of three tomes that are intended to cover Kierkegaard's sources in these different fields of thought. To...
Volume 3: Kierkegaard and the Roman World
While Kierkegaard's use of the Greek authors, particularly Plato and Aristotle, has attracted considerable attention over the years, his use of the Roman authors has, by contrast, remained sadly neglected. This neglect is somewhat surprising given the fact that Kierkegaard was extremely well read in Latin from his early youth when he attended the Borgerdyd School in Copenhagen. Kierkegaard's interest in the Roman authors is perhaps best evidenced by his book collection. In his private library he had a long list of Latin titles and Danish translations of the standard Roman authors in any number of different genres. His extensive and frequent use of writers such as Cicero, Horace, Terence, Sen...
Eighteen Upbuilding Discourses
There is much to be learned philosophically from this volume, but philosophical instruction was not Kierkegaard's aim here, except in the broad sense of self-knowledge and deepened awareness. Indicating the intention of the discourses, the titles include "The Expectancy of Faith," "Love Will Hide a Multitude of Sins," "Strengthening in the Inner Being," "To Gain One's Soul in Patience," "Patience in Expectancy," and "Against Cowardliness." In tone and substance these works are in accord with the concluding words of encouragement in Either/Or, which was paired with the first volume of discourses: "Ask yourself and keep on asking until you find the answer, for one may have known something many times, acknowledged it; one may have willed something many times, attempted it--and yet, only the deep inner motion, only the heart's indescribable emotion, only that will convince you that what you have acknowledged belongs to you, that no power can take it from you--for only the truth that builds up is truth for you."
Why Europe?
Why did capitalism and colonialism arise in Europe and not elsewhere? Why were parliamentarian and democratic forms of government founded there? What factors led to Europe’s unique position in shaping the world? Thoroughly researched and persuasively argued, Why Europe? tackles these classic questions with illuminating results. Michael Mitterauer traces the roots of Europe’s singularity to the medieval era, specifically to developments in agriculture. While most historians have located the beginning of Europe’s special path in the rise of state power in the modern era, Mitterauer establishes its origins in rye and oats. These new crops played a decisive role in remaking the European fa...
Kierkegaard's Writings, XVII, Volume 17
First published in 1848, Christian Discourses is a quartet of pieces written and arranged in contrasting styles. Parts One and Three, "The Cares of the Pagans" and "Thoughts That Wound from Behind--for Upbuilding," serve as a polemical overture to Kierkegaard's collision with the established order of Christendom. Yet Parts Two and Four, "Joyful Notes in the Strife of Suffering" and "Discourses at the Communion on Fridays," are reassuring affirmations of the joy and blessedness of Christian life in a world of adversity and suffering. Written in ordinary language, the work combines simplicity and inwardness with reflection and presents crucial Christian concepts and presuppositions with unusual clarity. Kierkegaard continued in the pattern that he began with his first pseudonymous esthetic work, Either/Or, by pairing Christian Discourses with The Crisis, an unsigned esthetic essay on contemporary Danish actress Joanne Luise Heiberg.
