But building a machine learning system requires that you make practical decisions: Should you collect more training data? Should you use end-to-end deep learning? How do you deal with your training set not matching your test set? and many more. Historically, the only way to learn how to make these "strategy" decisions has been a multi-year apprenticeship in a graduate program or company. This is a book to help you quickly gain this skill, so that you can become better at building AI systems.

    Written for the engineer as well as the race car enthusiast, the authors, who developed many of the original vehicle dynamics theories and principles covered in this book, including the Moment Method, pair analysis and lap time simulation, include much information that is not available in any other vehicle dynamics text.

    Updated to cover the new Transportation and Structural codes. As the most comprehensive reference and study guide available for engineers preparing for the morning and afternoon topics on the Civil PE exam, the 11th edition of the Civil Engineering Reference Manual provides a concentrated review of the exam topics. No other exam-focused publication is more complete. The Most Trusted Reference for the Civil PE Exam is also the Most Up-To-Date A complete introduction to the exam format and content A suggested study schedule, plus tips for successful exam preparation Nearly 500 solved example problems Hundreds of key tables, charts, and figures at your fingertips An easy-to-use index and full glossary for quick reference Perfect for post-exam reference What's New in the 11th Edition 4 new construction engineering chapters Over 35 updated chapters—including extensively revised structural and transportation chapters 100 new equations Over 300 new, easy-to-use index entriesExam Topics CoveredConstruction—NewGeotechnical—UpdatedStructural—UpdatedTransportation—UpdatedWater Resources & Environmental—Updated_____________________________Since 1975 more than 2 million people preparing for their engineering, surveying, architecture, LEED®, interior design, and landscape architecture exams have entrusted their exam prep to PPI. For more information, visit us at www.ppi2pass.com.

    An illustration program supports the concepts and theories discussed.

    Putting people into places and situations unprecedented in history is stirred the imagination while the human experience was expanding and redefining. Yet, space exploration compels humans to confront a hostile environment of cosmic radiations, radical changes in the gravity and magnetic fields, as well as social isolation. Therefore, any space traveller is submitted to relevant health-related threats. In the twenty-first century, human space flight is poised to continue, but it will enjoy the ongoing developments in science and technology. It will become more networked, more global, and more oriented toward primary goals. A novel international human space flight policy could help achieve these objectives by clarifying the rationale, the ethics of acceptable risk, the role of remote presence, and the need for balance between funding and ambition to justify the risk of human lives. In order to address such a challenge, a preliminary careful survey of the available scientific data is mandatory to set forth adequate countermeasures. Envisaged solutions should provide a sound and technically feasible approach for counteracting microgravity and cosmic rays effects, which represent the main health risk for space crews. This objective must necessarily be sustained by national/international space agencies, which would coordinate their common efforts into a defined international spaceflight program.

    This work offers accesible coverage of the fundamentals of electrodynamics, enhanced with with discussion points, examples and exercises.

    As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic way.Expanded from Tyler Akidau's popular blog posts Streaming 101 and Streaming 102, this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. You'll also dive deep into watermarks and exactly-once processing with co-authors Slava Chernyak and Reuven Lax.You'll explore:How streaming and batch data processing patterns compareThe core principles and concepts behind robust out-of-order data processingHow watermarks track progress and completeness in infinite datasetsHow exactly-once data processing techniques ensure correctnessHow the concepts of streams and tables form the foundations of both batch and streaming data processingThe practical motivations behind a powerful persistent state mechanism, driven by a real-world exampleHow time-varying relations provide a link between stream processing and the world of SQL and relational algebra

    The heart of this creative process lies in an analogy between proving mathematical theorems by induction and designing combinatorial algorithms. The book contains hundreds of problems and examples. It is designed to enhance the reader's problem-solving abilities and understanding of the principles behind algorithm design.

    The scope of the book reflects the changes that have occurred in power technology, allowing the entrance of power electronics into every facet of industrial drives, and expanding the field to open more career opportunities.

    It's much more than a knot book, though the knots a sailor needs are all here. It's a book for sailors who want the satisfaction and hard-cash savings of stepping their own masts, inspecting and maintaining their own rigs, and turning their own tailsplices and wire eyesplices. It is for boatowners who want to replace an entire gang of rigging themselves--measuring, choosing appropriate wire, turning soft eyes, leathering, and serving. It is for bluewater voyagers who want to feel secure in the knowledge that, should a shroud carry away far at sea, they will be able to repair it.The Complete Rigger's Apprentice is also a free-roaming collection of useful ideas and tips on everything from supplementing winches with block and tackle, to rigging snubbers at anchor, to using pantyhose for an emergency fanbelt. In short, it's the definitive book on the art of rigging, written by its most entertaining practitioner.

    Republished in book form shortly thereafter, it has since gone through four hardcover and sixteen paperback printings. It is a revolutionary work, astounding in its foresight and contemporaneity. The University of Illinois Press is pleased and honored to issue this commemorative reprinting of a classic.

    It is a captivating celebration of one of humankind's greatest technical achievements and most extraordinary feats of exploration.The Apollo 11 astronauts have prepared carefully for their attempt to be the first men to land on the moon. The young narrator of this book has prepared carefully, too: he explains the design of the spacecraft, the flight from the earth to the moon, and the drama of touching down--while shadowing the astronaut's voyage with one of his own.

    Its disillusioned and darkly funny narrator is an Irish oncologist, who is searching for a scientific breakthrough in the lab of a New York hospital while struggling with his failing marriage and his growing alienation within the city's urban spaces. Tending to the health of his laboratory mice, he finds comfort in work that is measurable, results that are quantifiable.But life is every bit as persistent as the illness he studies. As he starts a new treatment on his mice, he meets a beautiful but elusive Russian translator at the hospital, his estranged wife begins to call, his neighbours are acting strangely and his supervisor pressures him to push ahead professionally. And always there is the pull of family; of the place he considers home.Shot through with Duffy's haunting, beautiful descriptions of the science underlying cancer, which starkly illustrate the paradox of an illness at whose heart is a persistent and deadly life force, This Living and Immortal Thing shows how the cruelty of the disease is a price we pay for the joy and complexity of being in the world.

    From lean and project management to statistics and data analysis, the DMAIC process is explained in a clear and insightful manner. Figures, tables, references, useful appendices, and a full sample test only add to this book's comprehensiveness.

    * NEW-Provides four new chapters on: * Failure Mode and Effect Analysis (FMEA). * Total Productive Maintenance (TPM). * ISO 14000. * Management Tools. FEATURES * Covers the principles and practices that make up the backbone of TQM, with insightful analyses of such areas as: * Leadership (i.e., the role of senior management, core values, seven habits of highly effective people, communication, and strategic planning). * Customer satisfaction (including their perception of quality, feedback, and translating needs into requirements). * Employee involvement (motivation, empowerment, team training, unions, and more). * Performance measures (its basic concepts, quality costs). * Fully explores TQMs tools and techniques, with informativ