Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

    Imagine a supportive community of artists sharing the innermost pages of their sketchbooks and offering you tips and techniques for overcoming creative blocks. That's what The Sketchbook Challenge is all about, and the popular blog of the same name has already inspired thousands. Inside this book, you'll find:   · Themes that will motivate you to start your sketchbook—and, more important, keep at it · Tutorials spotlighting such mixed-media techniques as thread sketching, painted papers for collage, digital printing, and much more · Strategies to get off the sketchbook page and start creating inspired art—whether you're into painting, collage, fiber art, or beyond. · In-depth profiles of artists who have taken the Sketchbook Challenge and used it as a launching pad for their own meaningful artwork

    For the first time, beloved best-selling author and artist Camilla d’Errico pulls back the curtain to give you exclusive insights on topics from the paints and brushes she uses and her ideal studio setup, to the dreams, notions, and pop culture icons that fuel the creation of her hauntingly beautiful Pop Surrealist paintings. With step-by-step examples covering major subject areas such as humans, animals, melting effects, and twisting reality (essential for Pop Surrealism!), Pop Painting gives you the sensation of sitting by Camilla’s side as she takes her paintings from idea to finished work. This front row seat reveals how a leading artist dreams, paints, and creates a successful body of work. For fans of Camilla and the underground art scene, aspiring artists looking to express their ideals in paint, and experienced artists wanting to incorporate the Pop Surrealist style into their work, Pop Painting is a one-of-a-kind, must-have guide.From the Trade Paperback edition.

    He then demonstrates, step by step, how to draw each facial feature, develop visual awareness, and render the head in color with soft pastels.

    And it’s still short, profusely illustrated…and best of all–fun to read.If you’ve read it before, you’ll rediscover what made Don’t Make Me Think so essential to Web designers and developers around the world. If you’ve never read it, you’ll see why so many people have said it should be required reading for anyone working on Web sites.

    Now, as we enter the twenty-first century, the explosion in computer technology has created a corresponding boom in animation. Using desktop hardware and software, animators can easily produce high-quality, high-artistry animation and mix the aesthetics of traditional cel animation with dazzling 3-D effects. Kit Laybourne's digital revision to The Animation Book brings you to the cutting edge of animation technology. Richly illustrated with frame-grabs, production stills, and diagrams, this volume shares Kit's infectious enthusiasm for the limitless possibilities of today's hybrid techniques, and it provides beginning animators with all the information they need to jump in and start their own animation projects. More advanced animators will find The Animation Book to be an invaluable resource with detailed descriptions of filmmaking gear, computer hardware and software, art supplies, plus Internet and other resources.Using an innovative case-study approach, Kit deconstructs how a range of digital projects were carried out at some of today's hottest animation studios, including Wildbrain, Blue Sky, Protozoa, Fantome, Broderbund, Nicktoons, and Klasky Csupo. These step-by-step studies show how desktop animators can follow the same creative process in their own films.

    In more than 1000 illustrations, the human body is shown from a new perspective—from bone structure to musculature, from anatomical detail to the body in motion. Morpho is a rich, fascinating, and helpful book that can go with you everywhere on your sketching journey.

    Joseph Sheppard's concise instructions have been carefully integrated with over 250 halftone illustrations and over 180 line drawings to lead artists one step at a time through the techniques required in rendering human anatomy convincingly.The opening chapter of the book presents the special techniques involved in mastering human proportion.The chapters that follow each deal with a separate part of the body: the arm, hand, leg, foot, torso, head, and neck (with special coverage of facial features and expressions) and the complete figure.Each of these chapters follows a basic format that combines drawings of the featured body portion from many different angles, coverage of the specific bones and muscles involved, a table of muscle origins and insertions, and coverage of surface anatomy and depictions of the body part in a variety of positions.

    Inspirational. Entertaining. One thousand blank journals are currently circulating throughout the world, beckoning contributors who find the journals by chance on trains, in cafés, and anonymously left on doorsteps. Artist Someguy shares more than 250 of the best entries: a collage of African countries repositioned into a new continent; the musings of a teen trapped in a drug- ravaged community; a student's humorous personal ad for his ideal girlfriend ("C-cup required!"). A faux leather cover and two beautifully embroidered pages bring the look and feel of the original journals to life. The perfect gift for journalists, aspiring artists, designers, and anyone who can't wait for one of the journals to magically appear in their lives.

    Fifty furry, scaly and feathered friends are here for aspiring young artists to draw.

    A truly unique visual delight offering insight into the development of animation classics like Bambi, Beauty and the Beast, The Lion King, Lilo and Stitch as well as a tantalizing examination of unfinished Disney projects.

    Throughout, the emphasis is on promoting a plain English style. This little book can help you communicate more effectively by showing you how to enliven your sentences.

    We want them to buy something, read more, or take action of some kind. Designing without understanding what makes people act the way they do is like exploring a new city without a map: results will be haphazard, confusing, and inefficient. This book combines real science and research with practical examples to deliver a guide every designer needs. With it you'll be able to design more intuitive and engaging work for print, websites, applications, and products that matches the way people think, work, and play.Learn to increase the effectiveness, conversion rates, and usability of your own design projects by finding the answers to questions such as: What grabs and holds attention on a page or screen?What makes memories stick?What is more important, peripheral or central vision?How can you predict the types of errors that people will make?What is the limit to someone's social circle?How do you motivate people to continue on to (the next step?What line length for text is best?Are some fonts better than others? These are just a few of the questions that the book answers in its deep-dive exploration of what makes people tick.

    Drawing can enrich your life in extraordinary and unexpected ways. Drawing your everyday experiences can change how you and others see the world, while drawing from imagination can give rise to fantastic new worlds. And, despite what you may believe, it's something just about anyone can learn to do. Drawing For Dummies offers you a fun, easy way to learn drawing basics. Its author, professional illustrator and long-time art educator Brenda Hoddinott, has a simple philosophy--that only you can teach you to draw. With that in mind, she arms you with the tools you need to explore the basics and then coaches you through 30 hands-on drawing projects. You'll quicklyConquer the basics of line and shading Develop an eye for basic shapes and contours Discover how to create the illusion of three dimensions Render still-life subjects and landscapes Bring animals and people to vivid life on the page Brenda helps you tune into your right brain and see the world as an artist does. You'll discover how to break things down into basic lines and shapes and then reassemble them on the page. Other topics covered include:Understanding and exercising the basic skills of drawing lines and shapes, adding life and depth with shading, and rendering textures Mastering the fundamentals of composition and planning drawings Creating lifelike doodles and cartoon characters Drawing the natural environment including both plants and animals Keeping a sketchbook and drawing from memory Drawing people, starting with babies and exploring the human face from childhood to old age It's never too late to unleash the artist within. Let Drawing For Dummies put you on the road of discovery and self-expression through drawing.

    Her innovative ideas are now collected and elaborated on in this unique volume. Carla offers a year's worth of assignments, projects, ideas, and techniques that will introduce more creativity and nonsense into your art and life. Drawing Lab for Mixed-Media Artists offers readers a fun way to learn and gain expertise in drawing through experimentation and play. There is no right or wrong result, yet, the readers gain new skills and confidence, allowing them to take their work to a new level.