It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples

    It is the best and most successful guide to reading comprehension for the general reader. And now it has been completely rewritten and updated. You are told about the various levels of reading and how to achieve them – from elementary reading, through systematic skimming and inspectional reading, to speed reading, you learn how to pigeonhole a book, X-ray it, extract the author's message, criticize. You are taught the different reading techniques for reading practical books, imaginative literature, plays, poetry, history, science and mathematics, philosophy and social science. Finally, the authors offer a recommended reading list and supply reading tests whereby you can measure your own progress in reading skills, comprehension and speed.This a previously-published edition of ISBN 9780671212094

    Eats, Shites and Leaves is a celebration of all things shite about the misuse of English, highlighting the prevalence of absent apostrophes, ghastly grammar, suspect sentences, rambling repetitiveness, commentators' claptrap, tortuous tautologies, insane instructions, and quirky quotations in society today.

     Language learners of all levels can turn to this easy-to-navigate grammar guide again and again for quick and authoritative information. From conjugating verbs to crafting sentences to developing your own style, Grant Barrett provides you with the tools and motivation to improve the way you communicate. Perfect English Grammar helps you clearly say what you want to say—and the best way to say it. Never Be Wrong: Catchy examples help you remember core grammar rules Sharpen Your Style: Composition guidelines let you express yourself fully Look It Up: Seamless navigation makes it easy to find answers quickly Geek Out: Explore the tricky questions with Grant Barrett’s help Whether you’re a busy professional or on the job hunt, Perfect English Grammar makes it easier than ever to improve your grasp of grammar.

    The author employs insights from contemporary linguistic theories and builds them into a coherent system firmly rooted in traditional models. Focusing on the idea that students learn grammar by actually doing grammar, he provides down-to-earth explanations about the composition of English sentences, illustrating them at every step with diagrams and other visual models. The author constructs a sensible, even hospitable, approach to grammar. Doing Grammar, 3/e, features real, provocative, and intelligent sentences as examples and exercises. This new edition offers expanded coverage of parts of speech, using both traditional and descriptive explanations to provide definitions of nouns, verbs, adjectives, adverbs, and prepositions. It also features updated sentence exercises, clear diagrams, and an appendix containing answers to half the exercises.

     Imagine if you could use Scrivener for Windows like a seasoned professional, knowing the keyboard shortcuts, what the tools on the toolbar do; flying through the application and creating an amazing story without being distracted by having to look up how to use a feature every time you want to use it. In the back of your mind you know that the Scrivener software you bought is going to simplify your writing process and help you become more productive. You have heard about the cool split screen views, virtual cork boards and the collections feature where you can process all instances of a document at once even though you have it in several different collections. But best of all you’ve heard that you can export your content to multiple platforms without having to change the original draft document! Imagine the time you are going to save. Not to mention that if you can format your own work for export you will no longer be held hostage to the whims and schedules of anyone else. The problem is, before you can do all that, you have to learn how to use the Scrivener software. This can be time consuming if you try to learn from the Scrivener users manual which is highly technical and includes every conceivable function and feature of the software. Don’t get me wrong. The Scrivener users manual has every bit of information you will ever need regarding Scrivener because it is supposed to be like that, but it sure is difficult to weed out the bits that pertain to the project you want to write. I know because that is the way I had to learn it. What I would have liked was a Scrivener essentials guide with: Plenty of pictures, so that you can instantly recognize the regions of the user interface. Arrows pointing right at the buttons mentioned in the instructions, making them easy to find. Instructions embedded into the images they refer to so that they don’t drift onto the next page because of the personal settings on your Kindle. No distracting instructions for Macintosh users that send you on a wild goose chase after functions that are not supported by Scrivener for Windows. So I wrote a guide just like that. In it you will learn to: Open a project and customize your workspaces. Toggle between normal Text Editing Mode, Cork Board Mode and Outlining Mode and how to use each of them as well as how to use the distraction free Full Screen Mode. Split your screen to have two documents or two versions of the same document open at once. Manage your files and folders, whether you are starting from scratch in Scrivener or want to import your content from another writing application pre-sorted into chapters or sections. Make use of Scrivener’s editing tools like collections and snapshots (which takes a snap shot of the current state of a document so that you can revert to it if you don’t like your subsequent edits.) Compile your work for export to your agent, as a paperback or as an eBook. How to download some tools so that you can preview your content before you send it out. If you are ready to improve your writing process, scroll up, click the buy button and start making the most of your Scrivener Software today!

    Students need to know how writers’ and speakers’ choices are shaped by elements of the rhetorical situation, including audience, occasion, and purpose. In Teaching Arguments: Rhetorical Comprehension, Critique, and Response , Jennifer Fletcher provides teachers with engaging classroom activities, writing prompts, graphic organizers, and student samples to help students at all levels read, write, listen, speak, and think rhetorically. Fletcher believes that, with appropriate scaffolding and encouragement, all students can learn a rhetorical approach to argument and gain access to rigorous academic content. Teaching Arguments opens the door and helps them pay closer attention to the acts of meaning around them, to notice persuasive strategies that might not be apparent at first glance. When we analyze and develop arguments, we have to consider more than just the printed words on the page. We have to evaluate multiple perspectives; the tension between belief and doubt; the interplay of reason, character, and emotion; the dynamics of occasion, audience, and purpose; and how our own identities shape what we read and write. Rhetoric teaches us how to do these things. Teaching Arguments will help students learn to move beyond a superficial response to texts so they can analyze and craft sophisticated, persuasive arguments—a major cornerstone for being not just college-and career-ready but ready for the challenges of the world.

    Popular phrases, words, and expressions accompany the complete conjugation of common Spanish verbs.

    Mick Short considers how meanings and effects are generated in the three major literary genres, carying out stylistic analysis of poetry, drama and prose fiction in turn. He analyses a wide range of extracts from English literature, adopting an accessible approach to the analysis of literary texts which can be applied easily to other texts in English and in other languages.

    Now, physicist Leonard Susskind has teamed up with data engineer Art Friedman to present the theory and associated mathematics of the strange world of quantum mechanics.In this follow-up to The Theoretical Minimum, Susskind and Friedman provide a lively introduction to this famously difficult field, which attempts to understand the behavior of sub-atomic objects through mathematical abstractions. Unlike other popularizations that shy away from quantum mechanics’ weirdness, Quantum Mechanics embraces the utter strangeness of quantum logic. The authors offer crystal-clear explanations of the principles of quantum states, uncertainty and time dependence, entanglement, and particle and wave states, among other topics, and each chapter includes exercises to ensure mastery of each area. Like The Theoretical Minimum, this volume runs parallel to Susskind’s eponymous Stanford University-hosted continuing education course.An approachable yet rigorous introduction to a famously difficult topic, Quantum Mechanics provides a tool kit for amateur scientists to learn physics at their own pace.

    Most of us measure our time by clocks and calendars. Live A Thousand Years reveals the power of measuring your time and your success by moments and experiences.

    Use them to pry, chip, yank and sift good characters out of the place where they live in your memory, your imagination and your soul.Award-winning author Orson Scott Card explains in depth the techniques of inventing, developing and presenting characters, plus handling viewpoint in novels and short stories. With specific examples, he spells out your narrative options–the choices you'll make in creating fictional people so "real" that readers will feel they know them like members of their own families.You'll learn how to: draw the characters from a variety of sources, including a story's basic idea, real life–even a character's social circumstances make characters show who they are by the things they do and say, and by their individual "style" develop characters readers will love–or love to hate distinguish among major characters, minor characters and walk-ons, and develop each one appropriately choose the most effective viewpoint to reveal the characters and move the storytelling decide how deeply you should explore your characters' thoughts, emotions and attitudes

    It can also be used by English speakers and is a practical, user-friendly book intended as a fast, do-it-yourself guide for those whose English language proficiency is above intermediate. The approach is based on material developed from teaching graduate students at Imperial College London and has been extensively piloted. The book guides the reader through the process of writing science research and will also help with writing a Master's or Doctoral thesis in English.Science writing is much easier than it looks because the structure and language are conventional. The aim of this book is to help the reader discover a template or model for science research writing and then to provide the grammar and vocabulary tools needed to operate that model. There are five units: Introduction, Methodology, Results, Discussion/Conclusion and Abstract. The reader develops a model for each section of the research article through sample texts and exercises; this is followed by a Grammar and Writing Skills section designed to respond to frequently-asked questions as well as a Vocabulary list including examples of how the words and phrases are to be used.

    A wonderul reference guide to the English language no home should be without one.

    Combining practical, theoretical, and historical, this book is a must for graphic artists, editors, or anyone working with the printed page using digital or traditional methods.Having established itself as a standard in its field The Elements of Typographic Style is house manual at most American university presses, a standard university text, and a reference work in studios of designers around the world. It has been translated into italian and greek, and dutch.