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Fundamentals of Machine Learning for Predictive Data Analytics, second edition: Algorithms, Worked Examples, and Case Studies. John D. Kelleher, Brian Mac Namee, Aoife D'Arcy

Fundamentals-of-Machine-Learning.pdf
ISBN: 9780262044691 | 856 pages | 22 Mb

• Fundamentals of Machine Learning for Predictive Data Analytics, second edition: Algorithms, Worked Examples, and Case Studies
• John D. Kelleher, Brian Mac Namee, Aoife D'Arcy
• Page: 856
• Format: pdf, ePub, fb2, mobi
• ISBN: 9780262044691
• Publisher: MIT Press

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The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning. The book is accessible, offering nontechnical explanations of the ideas underpinning each approach before introducing mathematical models and algorithms. It is focused and deep, providing students with detailed knowledge on core concepts, giving them a solid basis for exploring the field on their own. Both early chapters and later case studies illustrate how the process of learning predictive models fits into the broader business context. The two case studies describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book can be used as a textbook at the introductory level or as a reference for professionals.

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Fundamentals of Machine Learning for Predictive Data Analytics PDF. Download PDF. The second edition of a comprehensive introduction to machine learning is augmented with explanatory worked examples, and case studies illustrate the each approach before introducing mathematical models and algorithms.
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Pathfinder RPG Treasure Vault Pocket Edition (P2). Michael Sayre, Mark Seifter, Kendra Leigh Speedling, Logan Bonner, Dan Cascone

Pathfinder-RPG-Treasure.pdf
ISBN: 9781640784987 | 224 pages | 6 Mb

• Pathfinder RPG Treasure Vault Pocket Edition (P2)
• Michael Sayre, Mark Seifter, Kendra Leigh Speedling, Logan Bonner, Dan Cascone
• Page: 224
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BREVE HISTORIA DE ESPAÑA de FERNANDO GARCIA DE CORTAZAR, JOSE MANUEL GONZALEZ VESGA

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• BREVE HISTORIA DE ESPAÑA
• FERNANDO GARCIA DE CORTAZAR, JOSE MANUEL GONZALEZ VESGA
• Número de páginas: 936
• Idioma: CASTELLANO
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• ISBN: 9788413628264
• Editorial: ALIANZA EDITORIAL
• Año de edición: 2022

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Con un admirable dominio de la síntesis, Fernando García de Cortázar y José Manuel González Vesga nos ofrecen una nueva edición actualizada hasta las últimas elecciones de julio de 2016 de su "Breve Historia de España". Una exposición de nuestros siglos de historia, de sus crisis y titubeos, de sus logros socioeconómicos y de sus esperanzas de mejora. Historia que no ha de ser sólo la de sus reyes y héroes, sino también la del arado y la oveja, los viajes marítimos y la burocracia, las leyes y los libros, y, sobre todo, un recuerdo de quienes aguantaron los golpes de la explotación y el dolor. De "Breve Historia de España" se ha dicho que es el best seller más importante de la historiografía española de los últimos años. Este texto, aspira a acompañar a España desde sus orígenes, sin otro deseo que el de ayudarle a transitar por el siglo XXI a hombros de la historia, un arma cargada de futuro y utopía.Con un admirable dominio de la síntesis, Fernando García de Cortázar y José Manuel González Vesga nos ofrecen una nueva edición actualizada hasta las últimas elecciones de julio de 2016 de su "Breve Historia de España". Una exposición de nuestros siglos de historia, de sus crisis y titubeos, de sus logros socioeconómicos y de sus esperanzas de mejora. Historia que no ha de ser sólo la de sus reyes y héroes, sino también la del arado y la oveja, los viajes marítimos y la burocracia, las leyes y los libros, y, sobre todo, un recuerdo de quienes aguantaron los golpes de la explotación y el dolor. De "Breve Historia de España" se ha dicho que es el best seller más importante de la historiografía española de los últimos años. Este texto, aspira a acompañar a España desde sus orígenes, sin otro deseo que el de ayudarle a transitar por el siglo XXI a hombros de la historia, un arma cargada de futuro y utopía.

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Holly (German Edition). Stephen King, Bernhard Kleinschmidt

Holly-German-Edition.pdf
ISBN: 9783641307059 | 608 pages | 16 Mb

• Holly (German Edition)
• Stephen King, Bernhard Kleinschmidt
• Page: 608
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• ISBN: 9783641307059
• Publisher: Heyne Verlag

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Wicked Erie. Justin Dombrowski

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ISBN: 9781467155311 | 208 pages | 6 Mb

• Wicked Erie
• Justin Dombrowski
• Page: 208
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An Other World: The Fight for Freedom, Joy, and Belonging. Hanif Fazal

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ISBN: 9781774583319 | 240 pages | 6 Mb

• An Other World: The Fight for Freedom, Joy, and Belonging
• Hanif Fazal
• Page: 240
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We speak in we. A journey towards racial healing and the relationships that set us free. Addressing the leaders of today and tomorrow, An Other World alternates between heart-wrenching but hopeful letters to Hanif Fazal’s daughter Amina, reflections on Fazal’s formative life experiences and lessons on identity, Black and Brown relationships, and a unique type of freedom that could be available to all of us. ​​In this moving blend of social commentary and memoir with a call to action, Fazal—co-founder of the Center for Equity and Inclusion—documents his journey towards Black and Brown joy, freedom, and belonging. This timely book traces Fazal’s relationships with Black and Brown family members, professional colleagues, and close friends as they attempt to thrive at home, school, and work in the all-consuming whiteness of Portland, Oregon, and the broader United States landscape. Fazal's youth involved a constant experience as the other in an all-white school system, breakdowns in family, and feeling split between his Mexican and Indian heritages. He went on to create programs that offered healing and belonging to BIPOC youth in schools and to BIPOC adults in the workplace. In An Other World, Fazal pinpoints how educational and professional diversity frameworks often perform surface-level inclusion but refuse to invest fully in the complex realities of their BIPOC learners and employees. He also stares down the myth of “making it” and invites BIPOC communities to reflect and redefine success on their own terms.

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Call Sign: Gray Eagle by Lt. General E.G. "Buck" Shuler, Jerome J McLaughlin

• Call Sign: Gray Eagle
• Lt. General E.G. "Buck" Shuler, Jerome J McLaughlin
• Page: 168
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• ISBN: 9798822918566
• Publisher: Palmetto Publishing

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The Creative Act: A Way of Being by Rick Rubin

• The Creative Act: A Way of Being
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Notes From Your Bookseller The Creative Act sits at the intersection of self-help and spirituality. With his extraordinary career in the music business, Rick Rubin has plenty to say about the art of being an artist and what it takes to be truly creative. We love the gorgeous cover design. From the legendary music producer, a master at helping people connect with the wellsprings of their creativity, comes a beautifully crafted book many years in the making that offers that same deep wisdom to all of us “I set out to write a book about what to do to make a great work of art. Instead, it revealed itself to be a book on how to be.” —Rick Rubin Many famed music producers are known for a particular sound that has its day. Rick Rubin is known for something else: creating a space where artists of all different genres and traditions can home in on who they really are and what they really offer. He has made a practice of helping people transcend their self-imposed expectations in order to reconnect with a state of innocence from which the surprising becomes inevitable. Over the years, as he has thought deeply about where creativity comes from and where it doesn’t, he has learned that being an artist isn’t about your specific output, it’s about your relationship to the world. Creativity has a place in everyone’s life, and everyone can make that place larger. In fact, there are few more important responsibilities. The Creative Act is a beautiful and generous course of study that illuminates the path of the artist as a road we all can follow. It distills the wisdom gleaned from a lifetime’s work into a luminous reading experience that puts the power to create moments—and lifetimes—of exhilaration and transcendence within closer reach for all of us.

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Your Tarot Guide: Learn to navigate life with the help of the cards by Melinda Lee Holm

• Your Tarot Guide: Learn to navigate life with the help of the cards
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AMIRA. HISTORIA DE MUJERES de ANA SCHEIN

Ficha técnica

• AMIRA. HISTORIA DE MUJERES
• ANA SCHEIN
• Idioma: CASTELLANO
• Formatos: Pdf, ePub, MOBI, FB2
• ISBN: 9788419774606
• Editorial: UNIVERSO DE LETRAS

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Overview

Dos hermanas. El amor, la guerra y la búsqueda de la felicidad.En un humilde barrio de Beirut, Amira convive a diario con noticias de secuestros y unriguroso toque de queda, explosiones y coches bomba; pero ella no tiene miedo,recorre las calles polvorientas de su ciudad, observando el verde de las moreras, loscarros de frutas y las cúpulas de las mezquitas. Por las noches, en el dormitorio quecomparte con su hermana Rayzel, escribe cartas para su novio, enlistado en elejército. Una mañana, accediendo a los pedidos de su madre, Amira se convierte encómplice de algo que nunca se perdonará: haber empujado a Rayzel a casarse con unmédico extranjero al que no ama. Tiempo después, llegará también su momento deemigrar. Una hermana en París; la otra en Connecticut. Historias de mujeres quedebieron abandonar el mundo pequeño que conocían y en el que, a pesar de todo, sesentían seguras. Aterrizar en un horizonte lejano y transformarlo de a poco, hastaconvencerse de que lo han hecho suyo.

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