Accomplish the power of data in your business by building advanced predictive modelling applications with Tensorflow. About This Book A quick guide to gain hands-on experience with deep learning in different domains such as digit/image classification, and texts Build your own smart, predictive models with TensorFlow using easy-to-follow approach mentioned in the book Understand deep learning and predictive analytics along with its challenges and best practices Who This Book Is For This book is intended for anyone who wants to build predictive models with the power of TensorFlow from scratch. If you want to build your own extensive applications which work, and can predict smart decisions in the future then this book is what you need! What You Will Learn Get a solid and theoretical understanding of linear algebra, statistics, and probability for predictive modeling Develop predictive models using classification, regression, and clustering algorithms Develop predictive models for NLP Learn how to use reinforcement learning for predictive analytics Factorization Machines for advanced recommendation systems Get a hands-on understanding of deep learning architectures for advanced predictive analytics Learn how to use deep Neural Networks for predictive analytics See how to use recurrent Neural Networks for predictive analytics Convolutional Neural Networks for emotion recognition, image classification, and sentiment analysis In Detail Predictive analytics discovers hidden patterns from structured and unstructured data for automated decision-making in business intelligence. This book will help you build, tune, and deploy predictive models with TensorFlow in three main sections. The first section covers linear algebra, statistics, and probability theory for predictive modeling. The second section covers developing predictive models via supervised (classification and regression) and unsupervised (clustering) algorithms. It then explains how to develop predictive models for NLP and covers reinforcement learning algorithms. Lastly, this section covers developing a factorization machines-based recommendation system. The third section covers deep learning architectures for advanced predictive analytics, including deep neural networks and recurrent neural networks for high-dimensional and sequence data. Finally, convolutional neural networks are used for predictive modeling for emotion recognition, image classification, and sentiment analysis. Style and approach TensorFlow, a popular library for machine learning, embraces the innovation and community-engagement of open source, but has the support, guidance, and stability of a large corporation.

This eBook features the unabridged text of ‘Phantoms by Ivan Turgenev - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Collected Works of Ivan Turgenev’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Turgenev includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Phantoms by Ivan Turgenev - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Turgenev’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘Israel Potter by Herman Melville - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Herman Melville’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Melville includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Israel Potter by Herman Melville - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Melville’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘Billy Budd, Sailor by Herman Melville - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Herman Melville’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Melville includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘Billy Budd, Sailor by Herman Melville - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Melville’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

This eBook features the unabridged text of ‘The Lady from the Sea by Henrik Ibsen - Delphi Classics (Illustrated)’ from the bestselling edition of ‘The Complete Works of Henrik Ibsen’. Having established their name as the leading publisher of classic literature and art, Delphi Classics produce publications that are individually crafted with superior formatting, while introducing many rare texts for the first time in digital print. The Delphi Classics edition of Ibsen includes original annotations and illustrations relating to the life and works of the author, as well as individual tables of contents, allowing you to navigate eBooks quickly and easily. eBook features: * The complete unabridged text of ‘The Lady from the Sea by Henrik Ibsen - Delphi Classics (Illustrated)’ * Beautifully illustrated with images related to Ibsen’s works * Individual contents table, allowing easy navigation around the eBook * Excellent formatting of the text Please visit www.delphiclassics.com to learn more about our wide range of titles

The Beast in the Jungle is one of James' finest short novels touching upon such universal themes as loneliness, fate, love and death. The story can be interpreted as a confession or parable about James' own life. He never married and possibly never experienced a consummated sexual relationship. Although he did enjoy a thorough experience of aesthetic creativity, it is possible that he still regretted what he called the essential loneliness of his life. The parable of the protagonist, John Marcher and his peculiar destiny speaks about the worth and meaning of human life.

One of the most influential and important figures of the Renaissance, Henry Howard, Earl of Surrey was the first poet to use blank verse in English literature, later influencing the works of Shakespeare, Spenser and Milton. This new edition of the bestselling Delphi Poets Series offers superior formatting of the complete surviving works of Surrey, with beautiful illustrations and the usual Delphi bonus material. (Version 1) * Beautifully illustrated with images relating to Surrey's life and works * Concise introduction to the influential early Renaissance poet * Excellent formatting of the poems * Special chronological and alphabetical contents tables for the poetry * Easily locate the poems you want to read * Includes line numbers ? ideal for students * Features a bonus biography - explore Surrey's literary life Please visit www.delphiclassics.com to browse through our range of exciting titles CONTENTS: The Poetry of Surrey BRIEF INTRODUCTION: HENRY HOWARD, EARL OF SURREY The Poems LIST OF POEMS IN CHRONOLOGICAL ORDER LIST OF POEMS IN ALPHABETICAL ORDER The Biography HENRY HOWARD by Sidney Lee Please visit www.delphiclassics.com to browse through our range of exciting titles

Eve's Ransom is the story of a mechanical draughtsman named Maurice Hilliard, who comes into some money, which enables him to live without working. As part of his resulting travels, he meets and falls in love with Eve Madeley, a book keeper.

A son was born to a poor peasant. He rejoiced and went to a neighbour to ask him to stand as godfather to the boy. The neighbour refused. He did not want to be godfather to a poor man’s son. So the peasant went to another neighbour and he, too, refused. He walked from house to house, but could find no one who would be godfather to his son, so he set out to another village.

A collection of magical stories based on old Greek fairy tales including: The Story of Perseus, The Story of The Argonauts, The Story of Theseus. Written by Charles Kingsley and dedicated to his children Rose, Maurice, and Mary. A little present of old Greek Fairy Tales.

The last of Dickens' picaresque novels which exposes selfishness, portrayed in a satirical fashion using all the members of the Chuzzlewit family. The novel was written after taking a year off during which Charles Dickens visited America. Similarly, young Martin Chuzzlewit, the old man's grandson, goes off to America to live through events which Dickens himself perhaps experienced or observed during his own travels.

The city of Serenstad has never been stronger, and superstitions are waning in the light of reason and civilization. For the Guild of Dream Finders this has proved disastrous, until Duke Ibris, troubled by mystifying and unsettling dreams, orders Antyr, leader of the Guild, to become the Dream Nexus. Dream Finder is an independent novel set in the world of The Chronicles of Hawklan". --------------- "This is good grown-up stuff; more please." -- Interzone "Big meaty fantasy." -- Darlington Northern Echo "This is wonderful stuff." -- Brum Group News "

The Four Seasons Cook Book offers complete recipe book for every single day of the year featuring original varied cuisine from all over the world. There is everything in this book from East India Fish to Bavarian Pear Pudding and Russian Pancakes. The book is divided into twelve months of the year giving you something new to try for every single day. Travel the world with this exciting collection of international recipes and enjoy delicious authentic food.

In these talks, given in Europe and India, Krishnamurti goes into the importance of going into problems openly, without conclusions. "..because we approach our problems partially, through all these various forms of conditioning, it seems to me that we are thereby not understanding them. I feel that the approach to any problem is of much more significance than the problem itself, and that if we could approach our many difficulties without any particular form of conditioning or prejudice, then perhaps we would come to a fundamental understanding of them." An extensive compendium of Krishnamurti's talks and discussions in the USA, Europe, India, New Zealand, and South Africa from 1933 to 1967—the Collected Works have been carefully authenticated against existing transcripts and tapes. Each volume includes a frontispiece photograph of Krishnamurti , with question and subject indexes at the end. The content of each volume is not limited to the subject of the title, but rather offers a unique view of Krishnamurti's extraordinary teachings in selected years. The Collected Works offers the reader the opportunity to explore the early writings and dialogues in their most complete and authentic form.

Confucius believed that the welfare of a country depended on the moral cultivation of its people, beginning from the nation's leadership. He believed that individuals could begin to cultivate an all-encompassing sense of virtue through ren, and that the most basic step to cultivating ren was devotion to one's parents and older siblings. He taught that one's individual desires do not need to be suppressed, but that people should be educated to reconcile their desires via rituals and forms of propriety, through which people could demonstrate their respect for others and their responsible roles in society.

In The philosophy of mathematics, mathematics employee classification efforts to understand the philosophy is the branch.?The main question is related to the source of the object that is the subject of mathematics and mathematics. In particular examine the characteris-tics of a true proposition:??? What are the sources of mathematical subject matter??? What is about the meaning of a mathematical object??? What is the nature of a mathematical proposition??? What is the relationship between logic and mathematics??? What is the role of mathematics hermeneutic??? Mathematics played a role in the investigation which type?? What is the subject of mathematical investigations??? What is the human traits behind mathematics??? What is mathematical beauty??? What is the nature and source of mathematical truth???What is the relationship between mathematics and abstract material universe with the world???Another important issue is the reality of a mathematical the-ory. Mathematics (from the Natural Sciences as different) experimentally is sought reasons to find real specific mathematical theory can not be tested (see. Epistemology). Luitz that Brouwer 's laid the foundation for intuitionist mathematics of the representatives knew of this view. The logical mathematics is the approach of Bertrand Russell and Gottlob Frege was defended by David Hilbert, formalism is considered the repre-sentative of the current. Traditionalism logician the empiricist's (Rudolf Carnap, A. J. Ayer, Carl Hempel) were represented by one of the key issues in the philosophy of mathematics is also important to regard the certainty problem. Austrian logician Kurt G?del's also work Mathema-tics and mathematics.

On Interpretation is among the earliest surviving philosophical works in the Western tradition to deal with the relationship between language and logic in a comprehensive, explicit, and formal way.

In this series of commentaries J. Krishnamurti, one of the great thinkers of our time, touches upon many human problems—ourhopes, our fears, our illusions, our beliefs, our prejudices—and in the simplest language seems to pierce to their roots.“The sheer simplicity is breathtaking. The reader is given, in one paragraph, often in one sentence, enough to keep him exploring, questioning, thinking for days.” –Anne Morrow Lindbergh.“The insight, spiritual and poetic, of these commentaries is as simply expressed as it is searching in its demand.” –Times Literary Supplement (London).“Krishnamurti is no other than he seems, a free man, one of the first quality, growing older as diamonds do but the gem-like flame not dating, and alive in these Commentaries. It is a treasure.” –Francis Hacket, The New Republic.J. Krishnamurti was born in South India and educated in England.Hailed by many from early youth as a spiritual teacher, he rejected adulation and leadership in order to encourage spiritualfreedom and understanding. He devoted his life to speaking and counseling, traveling in the U.S.A., Europe, India and other parts of the world, addressing thousands of people, always pointing the way to individual discovery of truth.These Commentaries on Living are published in three volumes:First, Second, and Third Series.

Krishnamurti, Jiddu born of middle-class Brahmin parents, was recognized at age fourteen as the coming World Teacher. Krishnamurti claimed allegiance to no caste, nationality or religion and was bound by no tradition. He traveled the world and spoke spontaneously to large audiences until the end of his life at age ninety. He said man has to free himself of all fear, conditioning, authority and dogma through self-knowledge and this will bring about order and psychological mutation.

M. Lévy-Bruhl then explains that, whilst recognising the entire coherence of Comte’s collective labours, he proposes to confine his present study to the earlier and principal work, the Philosophy, which in M. Lévy-Bruhl’s opinion is the dominant and more fruitful composition.??This he regards as the representative work of the nineteenth century, as shown by the intellectual history of the period. He points to its influence on thought in England, in Europe, and in America. It will surprise many persons to learn that in M. Lévy-Bruhl’s opinion two eminent French writers, who assuredly neither were, nor were supposed to be, Positivists, “have done more for the diffusion of the ideas and method of Comte than Littré and all the other Positivists together.” ??These two are Taine and Renan, much as they differed from Comte’s actual scheme and doctrines. Renan indeed spoke of Comte as destined to prove one of the typical names of the century. The present writer remembers Renan saying to him with a most genial welcome, “I too am a believer in the religion of humanity.” ??Professor Lévy-Bruhl followed up his History of Modern Philosophy in France by a substantial work on the philosophy of Auguste Comte. It forms a volume of the Bibliothèque de Philosophie Contemporaine, which has already devoted four other works to the Positive Philosophy. It is as well to premise that this treatise dealt solely with the philosophy, not with the polity, or any part of the religious scheme of Comte. Professor Lévy-Bruhl writes as a student, but not as an adherent of Auguste Comte. His entire work is rather an exposition, not a refutation, or a criticism, or an advocacy of Comte’s philosophical system. But it may be said at once that no one abroad or at home, certainly neither Mill, nor Lewes, nor Spencer, nor Caird, has so truly grasped and assimilated Comte’s ideas as M. Lévy-Bruhl has done.??In his Introduction M. Lévy-Bruhl very clearly states the scope of his work, and his own general attitude. He traces the origin of Comte’s philosophy in the mental effervescence of the first generation of the present century towards a reorganisation of society, after the upheaval left by the Revolution and its consequences. He correctly states the relation of St. Simon to Comte as being that of an initial stimulus. ??The cardinal difference between Comte and all the socialists and founders of social and religious Utopias consisted in this, that Comte saw the necessity of a new system of philosophy as the indispensable preliminary to any reorganisation of society.

The reasons for some animals being long-lived and others short-lived, and, in a word, causes of the length and brevity of life.