Download or read book Introduction to Machine Learning with Python written by Andreas C. Müller and published by "O'Reilly Media, Inc.". This book was released on 2016-09-26 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination. You’ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book. With this book, you’ll learn: Fundamental concepts and applications of machine learning Advantages and shortcomings of widely used machine learning algorithms How to represent data processed by machine learning, including which data aspects to focus on Advanced methods for model evaluation and parameter tuning The concept of pipelines for chaining models and encapsulating your workflow Methods for working with text data, including text-specific processing techniques Suggestions for improving your machine learning and data science skills

Download or read book Japanese Kanji and Kana Workbook written by Wolfgang Hadamitzky and published by Tuttle Publishing. This book was released on 2017-12-12 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Japanese Kanji and Kana Workbook offers a systematic approach to learning Japanese characters. It is designed to be used with the best-selling Japanese Kanji & Kana: A Guide to the Japanese Writing System. Presenting all 92 Hiragana and Katakana and 617 high-frequency Kanji characters, this character workbook teaches you how to write the Kanji and Kana neatly and correctly. Included for each character are the Japanese and Chinese readings, stroke order writing guides, English meanings, vocabulary, radicals, and ample space for writing practice. This valuable Japanese language book also includes an introduction explaining how to begin learning the Japanese writing system and two Kanji indexes—one by radicals, the other by readings. The 617 kanji characters provided cover all Kanji required to take the AP Japanese Language and Culture Exam and the JLPT levels N5, N4, and N3.

Download or read book Optimized C written by Kurt Guntheroth and published by "O'Reilly Media, Inc.". This book was released on 2016-04-27 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s fast and competitive world, a program’s performance is just as important to customers as the features it provides. This practical guide teaches developers performance-tuning principles that enable optimization in C++. You’ll learn how to make code that already embodies best practices of C++ design run faster and consume fewer resources on any computer—whether it’s a watch, phone, workstation, supercomputer, or globe-spanning network of servers. Author Kurt Guntheroth provides several running examples that demonstrate how to apply these principles incrementally to improve existing code so it meets customer requirements for responsiveness and throughput. The advice in this book will prove itself the first time you hear a colleague exclaim, “Wow, that was fast. Who fixed something?” Locate performance hot spots using the profiler and software timers Learn to perform repeatable experiments to measure performance of code changes Optimize use of dynamically allocated variables Improve performance of hot loops and functions Speed up string handling functions Recognize efficient algorithms and optimization patterns Learn the strengths—and weaknesses—of C++ container classes View searching and sorting through an optimizer’s eye Make efficient use of C++ streaming I/O functions Use C++ thread-based concurrency features effectively

Download or read book Backpacker written by and published by . This book was released on 2007-09 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Backpacker brings the outdoors straight to the reader's doorstep, inspiring and enabling them to go more places and enjoy nature more often. The authority on active adventure, Backpacker is the world's first GPS-enabled magazine, and the only magazine whose editors personally test the hiking trails, camping gear, and survival tips they publish. Backpacker's Editors' Choice Awards, an industry honor recognizing design, feature and product innovation, has become the gold standard against which all other outdoor-industry awards are measured.

Download or read book STRUCTURED COMPUTER ORGANIZATION written by and published by . This book was released on 1996 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Creative Confidence written by Tom Kelley and published by Crown Currency. This book was released on 2013-10-15 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: IDEO founder and Stanford d.school creator David Kelley and his brother Tom Kelley, IDEO partner and the author of the bestselling The Art of Innovation, have written a powerful and compelling book on unleashing the creativity that lies within each and every one of us. Too often, companies and individuals assume that creativity and innovation are the domain of the "creative types." But two of the leading experts in innovation, design, and creativity on the planet show us that each and every one of us is creative. In an incredibly entertaining and inspiring narrative that draws on countless stories from their work at IDEO, the Stanford d.school, and with many of the world's top companies, David and Tom Kelley identify the principles and strategies that will allow us to tap into our creative potential in our work lives, and in our personal lives, and allow us to innovate in terms of how we approach and solve problems. It is a book that will help each of us be more productive and successful in our lives and in our careers.

Download or read book The Little Book of Living Small written by Laura Fenton and published by Gibbs Smith. This book was released on 2020-06-08 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to small-space secrets and real-life solutions for living in 1,200 square feet or less. The Little Book of Living Small shows readers how to make the most of limited square footage—with grace and style—and serves as the cheerleader readers need to help themselves feel satisfied and proud of their choice to live with less. In addition to exploring both the motivation behind choosing to live in a small space, as well as the practical, everyday advice for managing a tight footprint, The Little Book of Living Small also includes case studies: 12 style-savvy, small-space dwellers open their doors and share their design secrets. Author Laura Fenton covers a range of homes including studio apartments, one- and two-bedroom houses, a tiny house, a co-living space, and even whole houses. Stylistically these homes range from urban, rural, minimalist, and country, with the unifying thread that they are all real homes of less than 1,200 square feet that offer clever solutions that readers can use in their own homes. Laura Fenton is the lifestyle director at Parents magazine. With more than fifteen years of experience, her work has appeared in major publications including Better Homes & Gardens, Country Living, Good Housekeeping, and on leading home websites including Remodelista.com, HGTV.com, ElleDecor.com, HouseBeautiful.com, Refinery29, and elsewhere. Through her writing she has explored the topic of living small for more than a decade. She lives small with her husband, a photographer, and their son in Jackson Heights, Queens, in New York.

Download or read book Utopia written by Keith McNair and published by Xlibris Corporation. This book was released on 2012-03-16 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robert Digby, a young engineer, manages a factory manufacturing robots. Searching for a higher level of artificial intelligence he meets Carla Rossi who has care of four illegally cloned human brains. The pair save the brains from destruction and equip them with robot bodies. The free brains have no organs for sight hearing or speech and develop communications with each other and with Carla by mental telepathy. Robert and Carla adapt or invent mechanical and electronic systems to provide the free brains for a semblance of human life. It all has to be done in secret. In the process, advances in medical science including the replication of human organs to repair or replace failing natural organs result. One of the four cloned brains bears the genes that produce autism. Another has a penchant for speaking in rhyme a third becomes an accomplished pianist and guitar player. The fourth, Utopia, is a universally loved and vivacious adolescent girl growing up in unnatural circumstances as a fashion model.

Download or read book Build Your Own PC Do It Yourself For Dummies written by Mark L. Chambers and published by John Wiley & Sons. This book was released on 2011-08-02 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you’ve dreamed about having a customized multimedia PC or one tricked out for your favorite games, build your own and make your dreams come true! Build Your Own PC Do-It-Yourself For Dummies makes it easy. Not only is building your own PC a really rewarding project, it can also save you a nice chunk of cash. This step-by-step guide helps you decide what you need, teaches you what all those computer terms mean, and tells you exactly how to put the pieces together. It shows you: What tools you need (not as many as you might think!) All about operating systems How to install CD and DVD drives The scoop on sound and video, and how to put a sound system together from start to finish How to connect a monitor and install a modem All about setting up and configuring the hard drive Secrets for securing your system, and more Included is a bonus DVD showing you how to install the motherboard, CPU, RAM, ports, hard drive, video and sound cards, a DVD drive, and more. With Build Your Own PC Do-It-Yourself For Dummies, you can have the computer you want plus the satisfaction of doing it yourself! Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Download or read book The Authentic Swing written by Steven Pressfield and published by Black Irish Entertainment LLC. This book was released on 2013-09-24 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Story Behind THE LEGEND OF BAGGER VANCE If you've read his books THE WAR OF ART and TURNING PRO, you know that for thirty years Steven Pressfield (GATES OF FIRE, THE AFGHAN CAMPAIGN etc.) wrote spec novel after spec novel before any publisher took him seriously. How did he finally break through? Ignoring just about every rule of commercial book publishing, Pressfield's "first" novel not only became a major bestseller (over 250,000 copies sold), it was adapted into a feature film directed by Robert Redford and starring Matt Damon, Will Smith, and Charlize Theron. Where did he get the idea? What magical something did THE LEGEND OF BAGGER VANCE have that his previous manuscripts lacked? Why did Pressfield decide to write a novel when he already had a well established screenwriting career? How does writing a publishable novel really work? Taking a page from John Steinbeck's classic JOURNAL OF A NOVEL, Steven Pressfield offers answers for these and scores of other practical writing questions in THE AUTHENTIC SWING.

Download or read book How To Take Good Notes written by Angelos Georgakis and published by Createspace Independent Publishing Platform. This book was released on 2017-06-25 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Why would I need a book on how to take notes? Notes are just notes!" -- FALSE. Scientists have found that note taking can be as mentally demanding as playing chess can be for an expert. While you take notes, you listen carefully to the lecturer, you process the new material, you organize it in your working memory, and you finally write down what you think is most important. All this happens while someone is talking at an average speed of three words per second and someone is writing down at an average speed of one-third of a word per second. It doesn't sound easy now, does it? Notes are an important tool for learning. We don't take notes just to record a few facts so we can review them later. Learning happens as we take notes. Taking notes the right way leads to good study practices, better performance on exams, and long-term retention of information. "Note taking comes naturally." FALSE. Note taking is not obvious or intuitive. Research has shown that students fail to capture 40% of the main points in a typical lecture. First-year students capture only 11%. In some studies, even the best note takers seem to record less than 75% of the important information. People think they take good notes until they're told they don't. Few of us have consciously thought about how we take notes (let alone how to improve the quality of them). We often reproduce the lecturer's phrases verbatim. We don't save time by systematic use of abbreviations. We fail to become a "good psychologist" of our lecturer. We fail to pick up his enthusiasm. We fail to interpret the tone of his voice. We fail to read his body language. And the result is that we fail to take good notes. "Anyway, no one taught me how to take notes in school or in college." TRUE. Educators believe that students are able to assess the quality of their notes and follow good practices. However, studies have shown the exact opposite. The fact that there isn't a course in college dedicated to the art of taking notes (or learning in general) makes students believe that this is a natural skill that they can perfect with practice over the course of their studies. "At the end of the day, everyone has their own way to take notes." TRUE. In this book, you may be surprised to learn that I don't make any references to different types of note-taking systems like those that other books do. The reason is that it's the practices behind the note taking that matter most. For example, you should not copy the lecturer's phrases word for word, but generate the main points in your own words. And you should leave space on your notes for adding comments and testing yourself later. I encourage students to use the Cornell note-taking system because it utilizes most of the principles of effective note taking. No matter which note-taking system you decide to follow, the cognitive effort you will have to expend is equally high. Note taking may not be rocket science, but it's definitely science-cognitive science. And cognitive science has produced a lot of useful insights that we can use now to take better notes. This book presents these insights in simple words, so you can make the most of your notes and use them to study effectively. The title of this book is How to take good notes. However, note taking is just one part of the picture. Note taking is much broader in the context of this book. We take notes so we can interact with them later. What matters most is what we do with our notes after we finish taking them. Notes can do so many good things for you. They hold all your learning efforts. Treat them well. Look after them.

Download or read book Popular Science written by and published by . This book was released on 2004-12 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Science gives our readers the information and tools to improve their technology and their world. The core belief that Popular Science and our readers share: The future is going to be better, and science and technology are the driving forces that will help make it better.

Download or read book Program Arcade Games written by Paul Craven and published by Apress. This book was released on 2015-12-31 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn and use Python and PyGame to design and build cool arcade games. In Program Arcade Games: With Python and PyGame, Second Edition, Dr. Paul Vincent Craven teaches you how to create fun and simple quiz games; integrate and start using graphics; animate graphics; integrate and use game controllers; add sound and bit-mapped graphics; and build grid-based games. After reading and using this book, you'll be able to learn to program and build simple arcade game applications using one of today's most popular programming languages, Python. You can even deploy onto Steam and other Linux-based game systems as well as Android, one of today's most popular mobile and tablet platforms. You'll learn: How to create quiz games How to integrate and start using graphics How to animate graphics How to integrate and use game controllers How to add sound and bit-mapped graphics How to build grid-based games Audience“div>This book assumes no prior programming knowledge.

Download or read book Popular Science written by and published by . This book was released on 2007-08 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Science gives our readers the information and tools to improve their technology and their world. The core belief that Popular Science and our readers share: The future is going to be better, and science and technology are the driving forces that will help make it better.

Download or read book Field Stream written by and published by . This book was released on 2003-07 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: FIELD & STREAM, America’s largest outdoor sports magazine, celebrates the outdoor experience with great stories, compelling photography, and sound advice while honoring the traditions hunters and fishermen have passed down for generations.

Download or read book Html5 Css3 for Beginners written by Icode Academy and published by Createspace Independent Publishing Platform. This book was released on 2017-07-05 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: In CSS3, author Peter Shaw provides an overview of the latest features available for custom cascading style sheets. You'll learn to style several components of an HTML document, including color, size, layout, font, position, and more. Basic content generation, gradients, and calculations are also covered. This updated and expanded second edition of Book provides a user-friendly introduction to the subject, Taking a clear structural framework, it guides the reader through the subject's core elements. A flowing writing style combines with the use of illustrations and diagrams throughout the text to ensure the reader understands even the most complex of concepts. This succinct and enlightening overview is a required reading for all those interested in the subject . We hope you find this book useful in shaping your future career & Business.

Download or read book The Percy Jackson and the Olympians Book Three Titan s Curse written by Rick Riordan and published by Disney-Hyperion. This book was released on 2007-05 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this third book of the acclaimed series, Percy and his friends are escorting two new half-bloods safely to camp when they are intercepted by a manticore and learn that the goddess Artemis has been kidnapped.