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    It takes a fairly traditional approach, emphasizing problem solving, design, and programming as the core skills of computer science. However, these ideas are illustrated using a non-traditional language, namely Python. Although I use Python as the language, teaching Python is not the main point of this book. Rather, Python is used to illustrate fundamental principles of design and programming that apply in any language or computing environment. In some places, I have purposely avoided certain Python features and idioms that are not generally found in other languages. There are already many good books about Python on the market; this book is intended as an introduction to computing. Features include the following: *Extensive use of computer graphics. *Interesting examples. *Readable prose. *Flexible spiral coverage. *Just-in-time object coverage. *Extensive end-of-chapter problems.

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    No statistical knowledge is required, and your programming skills can range from hobbyist to pro.Along the way, you'll learn about functional and object-oriented programming, running mathematical simulations, and rearranging complex data into simpler, more useful formats. You'll also learn to: Create artful graphs to visualize complex data sets and functions Write more efficient code using parallel R and vectorization Interface R with C/C++ and Python for increased speed or functionality Find new R packages for text analysis, image manipulation, and more Squash annoying bugs with advanced debugging techniques Whether you're designing aircraft, forecasting the weather, or you just need to tame your data, The Art of R Programming is your guide to harnessing the power of statistical computing.

    

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    Factor in nearly as many years of teaching experience, and that adds up to a whole lot of know-how to share. In Pastel Pointers, he lays it all out: information on tools, materials, color, composition, landscape elements, finishes and more. Compiles the best of McKinley's popular Pastel Pointers blog and Pastel Journal columns Covers frequently asked questions ("How do I achieve natural-looking greens?") and simple solutions to common problems, such as excess pigment buildup Includes a chapter on "The Business of Pastels"—tips for framing, shipping, preparing for gallery shows, and otherwise representing your work in a professional manner This book covers everything from the fundamentals to get you going (how to lay out your palette, create an underpainting, evoke luminous effects) to inspirations that will keep you growing (plein air painting, working in a series, keeping a painting journal). Whether you're a beginner or an experienced painter anxious to explore the expressive possibilities of pastel, this is your guide to making the most of the medium.