Thoughtful Machine Learning with Python PDF Download

Author: Matthew Kirk
Publisher: "O'Reilly Media, Inc."
ISBN: 1491924101
Category : Computers
Languages : en
Pages : 220

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Book Description
Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext. Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a software engineer or business analyst interested in data science, this book will help you: Reference real-world examples to test each algorithm through engaging, hands-on exercises Apply test-driven development (TDD) to write and run tests before you start coding Explore techniques for improving your machine-learning models with data extraction and feature development Watch out for the risks of machine learning, such as underfitting or overfitting data Work with K-Nearest Neighbors, neural networks, clustering, and other algorithms

Author: Ben Carson
Publisher: Center Street
ISBN: 1546002790
Category : Political Science
Languages : en
Pages : 218

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Book Description
In this inspiring New York Times bestseller, conservative icon Dr. Ben Carson lays out a hopeful road map for how America can come together. External physical characteristics that are genetically encoded are things over which no individual has control. But rather than appreciating the gift of diversity, some have chosen to use it to drive wedges between groups of people. Some of these external characteristics are associated with the past moral failing of slavery. Though slavery in America formally ended in the 1860s, the vestiges of that evil institution are still with us today, and those vestiges often inflict guilt on some and facilitate feelings of victimhood in others. In Created Equal, Dr. Carson uses his own personal experiences as a member of a racial minority, along with the writings and experiences of others from multiple backgrounds and demographics, to analyze the current state of race relations in America. Instead of using race as an excuse to remake America into something completely antithetical to the Constitution, Dr. Carson suggests ways to enhance and bring great success to our nation and all multiethnic societies by magnifying America's incredible strengths instead of her historical weaknesses.

Author: Walter E. Wehrle
Publisher: Rowman & Littlefield Publishers
ISBN: 1461609879
Category : Philosophy
Languages : en
Pages : 295

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Book Description
In this radical reinterpretation of Aristotle's Metaphysics, Walter E. Wehrle demonstrates that developmental theories of Aristotle are based on a faulty assumption: that the fifth chapter of Categories ('substance') is an early theory of metaphysics that Aristotle later abandoned. The ancient commentators unanimously held that the Categories was semantical and not metaphysical, and so there was no conflict between it and the Metaphysics proper. They were right, Wehrle argues: the modern assumption, to the contrary, is based on a medieval mistake and is perpetuated by the anti-metaphysical postures of contemporary philosophy. Furthermore, by using the logico-semantical distinction in Aristotle's works, Wehrle shows just how the principal 'contradictions' in Metaphysics Books VII and VIII can be resolved. The result in an interpretation of Aristotle that challenges mainstream viewpoints, revealing a supreme philosopher in sharp contrast to the developmentalists' version.

Author: John J. Cleary
Publisher: BRILL
ISBN: 9789004126886
Category : Philosophy
Languages : en
Pages : 320

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Book Description
This volume of BACAP Proceedings contains recent research by international scholars on Empedocles, Plato, Aristotle, Plotinus and some Hellenistic philosophers. It covers such topics as Epicurean methods of managing mental pain, moral nostalgia in Plato' s Republic, and empty terms in Aristotelian logic. This publication has also been published in hardback, please click here for details.

Author: Colin Tong
Publisher: Springer Nature
ISBN: 3030798046
Category : Technology & Engineering
Languages : en
Pages : 641

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Book Description
This book provides a comprehensive introduction to printed flexible electronics and their applications, including the basics of modern printing technologies, printable inks, performance characterization, device design, modeling, and fabrication processes. A wide range of materials used for printed flexible electronics are also covered in depth. Bridging the gap between the creation of structure and function, printed flexible electronics have been explored for manufacturing of flexible, stretchable, wearable, and conformal electronics device with conventional, 3D, and hybrid printing technologies. Advanced materials such as polymers, ceramics, nanoparticles, 2D materials, and nanocomposites have enabled a wide variety of applications, such as transparent conductive films, thin film transistors, printable solar cells, flexible energy harvesting and storage devices, electroluminescent devices, and wearable sensors. This book provides students, researchers and engineers with the information to understand the current status and future trends in printed flexible electronics, and acquire skills for selecting and using materials and additive manufacturing processes in the design of printed flexible electronics.

Author: Richard J. Rolwing
Publisher: Xlibris Corporation
ISBN: 145002890X
Category : Religion
Languages : en
Pages : 336

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Book Description
Learned arguments but addressed to the general public. Volumes I-4 each had 365 essays, each 365 words. Vol XIII has 50 longer essays. All relate to our Declaration of Independence. The goal is to recapture and restore our Birth Certificate since most educated Americans today repudiate it They say it's like a post-menopausal female, useless and fruitless. Composed of dead remnants, it's time has come and gone. But It mothered all our Constitutions. Muslim societies today are full of death without it, as were those of Stalin, Hitler, Tojo.and Pol Pot Although the essays are not connected, few readers can keep from always reading another one.

Author: Mark R. Hamel
Publisher: SME
ISBN: 0872638812
Category : Business & Economics
Languages : en
Pages : 466

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Book Description
Lean transformations are decidedly more challenging when the math is inconsistent with lean principles, misapplied, or just plain wrong. Math should never get in the way of a lean transformation, but instead should facilitate it. Lean Math is the indispensable reference for this very purpose. A single, comprehensive source, the book presents standard and specialized approaches to tackling the math required of lean and six sigma practitioners across all industries—seasoned and newly minted practitioners alike. Lean Math features more than 160 thoughtfully organized entries. Ten chapters cover system-oriented math, time, the “-ilities” (availability, repeatability, stability, etc.), work, inventory, performance metrics, basic math and hypothesis testing, measurement, experimentation, and more. Two appendices cover standard work for analyzing data and understanding and dealing with variation. Practitioners will quickly locate the precise entry(ies) that is relevant to the problem or continuous improvement opportunity at hand. Each entry not only provides background on the related lean principles, formulas, examples, figures, and tables, but also tips, cautions, cross-references to other associated entries, and the occasional “Gemba Tale” that shares real-world experiences. The book consistently encourages the practitioner to engage in math-assisted plan-do-check-act (PDCA) cycles, employing approaches that include simulation and “trystorming.” Lean Math truly transcends the “numbers” by reinforcing and refreshing lean thinking for the very purpose of Figuring to Improve. REVIEWER COMMENTS “Hamel and O’Connor provide both the novice and experienced lean practitioner a comprehensive, common-sense reference for lean math. For example, I know that our Lean Support Office team would have gladly used dozens of Lean Math entries during a recent lean management system pilot. The concepts, context, and examples would have certainly helped our execution and provided greater clarity during our training activities. Lean Math is a must have book for Lean Support Office people!” —Dave Pienta, Director, Lean Support Office, Moog, Inc. Aircraft Group “A practical math book may sound like an oxymoron, but Lean Math is both pragmatic and accessible. Hamel and O’Connor do an excellent job keeping the math as simple as possible, while bringing lean principles to the forefront of the discussion. The use of insurance and healthcare industry examples especially helps simplify the translation for lean practitioners in non-manufacturing industries. Readers will be able to use the numerous tables and figures to clearly illustrate and teach lean concepts to others. Lean Math is a reference book that every lean practitioner or Black Belt should have in their library!” —Peter Barnett, MBB, Liberty Management System Architect, Liberty Mutual Insurance “Lean Math is a comprehensive reference book within which the lean practitioner can quickly find straightforward examples illustrating how to perform almost any lean calculation. Equally useful, it imparts the importance of the relevant lean principal(s). While coaching some recent transformation efforts, I put Lean Math to the test by asking several novice practitioners to reference it during their work. They were promptly rewarded with deeper insight and effectiveness—a reflection of this book’s utility and value to the lean practitioner.” —Greg Lane, international lean transformation coach, speaker, and author of three books including, “Made-to-Order Lean: Excelling in a High-Mix, Low-Volume Environment” “While the technical, social, and management sciences behind lean must be learned by doing, their conceptual bases are absolutely validated by the math. This validation is particularly crucial to overcoming common blind spots ingrained by traditional practice. Hamel and O’Connor’s text is a comprehensive and readable resource for lean implementers at all levels who are seeking a deeper understanding of lean tools and systems. Clear diagrams and real-world examples create a bridge for readers between theory and practice—theory proven by practice. If math is the language of science, then Lean Math is indeed the language of lean science.” —Bruce Hamilton, President, Greater Boston Manufacturing Partnership, Director Emeritus for the Shingo Institute “Mark and Michael have done a tremendous service for the lean community by tackling this daunting subject. There are so many ways to quantify value, display improvement, and define complex problems that choosing the right methods and measures becomes an obstacle to progress. Lean Math helps remove that obstacle. Almost daily, operations leaders in every industry need the practical math and lean guidance in these pages. Now, finally, we have it in one place. Thank you.” —Zane Ferry, Executive Director, National Operations, QMS Continuous Improvement, Quest Diagnostics “Too many lean books dwell on principles, but offer little to address critical how-to questions, such as, ‘How do I use these concepts to solve my specific problem?’ With plain English explanations, simple illustrations, and examples across industries, Lean Math bridges a long-standing gap. Hamel and O’Connor’s Lean Math is sure to become a must-have reference for every lean practitioner working to improve performance in any modern workplace.” —Jeff Fuchs, Executive Director, Maryland World Class Consortia, Past Chairman, Lean Certification Oversight Committee “Lean Math fills a huge gap in the continuous improvement library, helping practitioners to translate data, activities, and ideas into meaningful information for effective experimentation and intelligent decisions. This reference comes at a critical time for the healthcare industry as we struggle to improve quality, while controlling costs. Though we don’t make widgets, our people, processes, and patients will benefit from the tools provided in this reference. The numerous examples, as well as the Gemba Tales scattered throughout the book, bring life to the principles and formulas. Lean Math is impressive in both scope and presentation of content.” —Tim Pettry, Senior Process Improvement Specialist, Cleveland Clinic “Lean Math is a great book for those times when only the correct answer will do. The math, along with the Gemba Tales, are helpful for those in the midst of the technical aspects of a transformation, as well as those of us who once knew much of this but haven’t used it in a while.” —Beau Keyte, organization transformation and performance improvement coach, author of two Shingo-Award winning books: “The Complete Lean Enterprise” and “Perfecting Patient Journeys” “Math and numbers aren’t exclusively the domain of six sigma! Toyota leaders describe lean as an organizational culture, a managerial approach, and a philosophy. They also maintain that the last piece of lean is technical methods, which includes the math we need for properly sizing inventory levels, validating hypotheses, gauging improvement, and more. Lean Math is a useful book that compiles important mathematical and quantitative methods that complement the people side of lean. Hamel and O’Connor are extremely qualified to deftly explain these methods. Lest you think it’s a dry math text, there are Gemba Tales and examples from multiple industries, including healthcare, which illustrate these approaches in very relatable ways.” —Mark Graban, Shingo-Award winning author, speaker, consultant, and blogger “When you begin a lean journey, it’s like starting an exercise regimen—the most important thing is to start. But as you mature, and as you achieve higher levels of excellence, rigor becomes increasingly important. Lean Math provides easy, elegant access to the necessary rigor required for effective measurement and analysis and does so in practical terms with excellent examples.” —Misael Cabrera, PE, Director, Arizona Department Environmental Quality

Author: Josh Smith
Publisher: Kings Road Publishing
ISBN: 1785121081
Category : Self-Help
Languages : en
Pages : 209

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Book Description
'Has the power to change your life through conversation' - Roxie Nafousi 'Josh's openness, relatability, and honesty has singled him out as a voice of today, worthy of global amplification' - Lily Collins Our lives are filled with conversations - from internal chats, surface level chats, dreaded chats to the deep and meaningful chats - but when was the last time you had a 'great chat'? During his childhood, Josh was too afraid to speak because of his speech impediment. In his adulthood, it was uncovering the power of conversation that transformed his life. As a celebrity interviewer, Josh has talked with people of every background, mood and personality, and had them open up like never before. Josh believes there's an art and a science to a good chat and understanding it can unlock a whole world of connection. Great Chat includes seven key lessons that will help you have more meaningful conversations and show you how it can improve your wellbeing. This essential guide will teach you: - How to structure a conversation - Why asking questions can build emotional intelligence and make you more likeable - How listening twice as much as talking can change your social life - How to embrace difficult conversations and why they are good for you Whether it's starting out in a new industry, navigating digital dating, or trying to make friends later in life, everyone is struggling to connect. Great Chat will help you have more meaningful conversations and transform your life.

Author: Tom Mayer Fortes
Publisher: Watkins Media Limited
ISBN: 1780287658
Category : Psychology
Languages : en
Pages : 289

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Book Description
'This is the best emotional intelligence system I have ever come across.’ -- Dr. Bal Rana PhD, Psychologist and Senior psychology lecturer Discover how to be happy and at peace. Create a connection to your purest state of peace and happiness. Imagine yourself living fully and freely in the moment, utterly fulfilled and feeling vibrantly alive. This is The FreeMind Experience. Combining teachings from the world’s ancient wisdom traditions with the most effective rapid-behaviour-change techniques, hypnotherapist Tom Fortes Mayer presents with clarity, passion and playfulness the three pillars upon which all lasting happiness and success can be built: Pillar 1: Peace – how to let go of the limiting thoughts, beliefs, feelings and behaviours that are holding you back Pillar 2: Power – how to unleash your enormous potential and flow through life with brilliance by learning to relate to life in new ways Pillar 3: Purpose – how to enjoy everything that matters most in life by experiencing more connection, contribution and celebration Imagine yourself living fully and freely in the moment, utterly fulfilled and feeling vibrantly alive. This is The FreeMind Experience. This book ignites the flame of possibility inside us all. This book ignites the flame of possibility inside us all.

Author: Dan Jurgens
Publisher: DC
ISBN:
Category : Comics & Graphic Novels
Languages : en
Pages : 36

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Book Description
'Reign of the Supermen" continued from GREEN LANTERN (1990-2004) #46. Has Superman returned from the grave only to be killed once more? Mongul and the Cyborg-Superman make their final move, and with Kryptonite all around, can even the Last Son of Krypton prevail? Get ready for the explosive finale to the Reign of the Supermen!