Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.With this handbook, you’ll learn how to use: * IPython and Jupyter: provide computational environments for data scientists using Python * NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python * Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python * Matplotlib: includes capabilities for a flexible range of data visualizations in Python * Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

    The book is non-theoretical, explaining concepts intuitively and teaching problem solving through worked examples and step-by-step instructions. This edition places more emphasis on conceptual understanding and understanding results. This edition also features increased emphasis on Excel, MINITAB, and the TI-83 Plus and TI 84-Plus graphing calculators, computing technologies commonly used in such courses.

    Be the force that relentlessly drives the music. Rumble like the ominous thunder of an approaching storm. For you, it's not enough just to be heard; you need to be "felt," too. You need to play bass guitar.Imagine your favorite music without bass. It doesn't work, does it? The bass is the heartbeat of the music, the foundation of the groove, and the glue that holds together all the different instruments. You can feel the vibrations of the low notes - sometimes subtle and caressing, sometimes literally earthshaking - as they propel the song. The bass is the heart. So leave center stage to the other musicians - you have more important work to do. The limelight may be cool, but bassists ruleYou can find everything you need to dominate the bass in "Bass Guitar For Dummies" - whether you're a beginner picking up a bass for the first time or an experienced player looking for way to improve. And you won't drown in complicated music theory, either; this easy-to-understand reference gives you just enough music theory to get you on your way."Bass Guitar For Dummies" includes the following topics and more: Exploring the anatomy of a bass guitarGetting started: Holding your bass, positioning your hands, and striking notesReading bass notation and understanding chords, scales, and octavesCreating a groove and playing solos and fillsExamining different bass-playing styles, from rock and funk to blues and reggaeCaring for your bass: Cleaning, changing strings, and so onBuying your own bass and accessoriesTop Ten lists on bassists you should know about"Bass Guitar For Dummies" also comes with a CD that includes audio clips of all the examples in the book.So put away the air bass guitar and get yourself the real thing. With the help of "Bass Guitar For Dummies," you'll be groovin' in your own band in no timeNote: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

    It is a ‘ must’ book for those in every branch of science . . . in addition, economists, politicians, statesmen, and businessmen cannot afford to overlook cybernetics and its tremendous, even terrifying implications. "It is a beautifully written book, lucid, direct, and despite its complexity, as readable by the layman as the trained scientist." -- John B. Thurston, "The Saturday Review of Literature" Acclaimed one of the "seminal books . . . comparable in ultimate importance to . . . Galileo or Malthus or Rousseau or Mill," "Cybernetics" was judged by twenty-seven historians, economists, educators, and philosophers to be one of those books published during the "past four decades", which may have a substantial impact on public thought and action in the years ahead." -- Saturday Review

    Just about everyone has at least heard of Albert Einstein's formulation of 1905, which came into the world as something of an afterthought. But far fewer can explain his insightful linkage of energy to mass. David Bodanis offers an easily grasped gloss on the equation. Mass, he writes, "is simply the ultimate type of condensed or concentrated energy," whereas energy "is what billows out as an alternate form of mass under the right circumstances." Just what those circumstances are occupies much of Bodanis's book, which pays homage to Einstein and, just as important, to predecessors such as Maxwell, Faraday, and Lavoisier, who are not as well known as Einstein today. Balancing writerly energy and scholarly weight, Bodanis offers a primer in modern physics and cosmology, explaining that the universe today is an expression of mass that will, in some vastly distant future, one day slide back to the energy side of the equation, replacing the "dominion of matter" with "a great stillness"--a vision that is at once lovely and profoundly frightening. Without sliding into easy psychobiography, Bodanis explores other circumstances as well; namely, Einstein's background and character, which combined with a sterling intelligence to afford him an idiosyncratic view of the way things work--a view that would change the world. --Gregory McNamee