“…Understand what a classification algorithm is and when it is appropriate to use one Learn about logistic regression, k-NN, decision trees, random forests, SVMs, and Naive Bayes classifiers Discover why optimization is important in many ML algorithms Gain a high level understanding of how gradient descent works Learn how to use — and enjoy free access to — the SherlockML data science platform Develop the skills required for the machine learning job market, where demand outstrips supply Angie Ma, Gary Willis, and Alessandra Stagliano are data scientists with ASI Data Science, a London based AI/machine learning solutions firm. …”

“…Leverage new selectors in CSS3, add Web fonts to your pages with @font-face, and use CSS3 effects such as opacity, background alpha transparency, gradients, rounded corners, drop shadows, shadows inside elements, text shadows, and multiple background images. …”

“…You will learn everything, right from importing animations from Blender to having them work correctly in Unreal Engine 5 to render in real-time and creating our own portfolio gradient skybox! By the end of this course, you will be able to create your own 3D medieval windmill asset for your game. …”

“…The estimation of nonlinear systems using the batch least squares, recursive least squares, and gradient methods. The creation of direct and indirect adaptive fuzzy controllersAlso included are many examples, exercises, and computer program listings, all class-tested. …”

“…-Loopstudios: VR company website with cool images, responsive mobile menu with some JavaScript, gradient overlay effects. -Shortly: Responsive menu and a little JavaScript for some form validation and working with the DOM. …”

“…Easily produce cross-browser CSS3 gradients, shadows, and transformations along with image sprites, data URIs, and more. …”

“…Follow along with your friendly and knowledgeable guide, and you will learn key software techniques to organize and improve your images, including: Importing and tracking your images using keywords, filters, and Smart Collections Using the selective adjustment tools to improve the quality of your images Enhancing your images with gradients, vignettes, and Dodge & Burn Creating a photo book Printing contact sheets or a picture package Sharing your images via email, slideshows, or an online Web gallery Whether you just purchased Lightroom 4 or are hanging onto a previous edition, this guide is packed with expert advice and tips and written by a photographer for photographers–all geared to help you understand the fundamentals and create an efficient photography workflow. …”

“…L'idea russa, quale eterotopia dell'Europa, è considerata sia nella sua genesi e nei suoi sviluppi, sia nel confronto con le diverse idee di Europa. Il gradiente culturale fa emergere la specificità delle diverse idee d'Europa (idea polacca, idea francese, idea tedesca, idea britannica, ideologia italiana) nel loro polifonico confronto con l'idea russa. …”
Sumario

“…It begins with an overview of a neural network's basic concepts and building blocks - neurons, weights, activations, and layers - before explaining how to train one using gradient descent. The optimization technique is explained with a visual example and different issues such as parameter initialization and model validation are discussed. …”

“…Adobe ® Flash CS3 Professional FOR THOSE WHO WOULD RATHER BE SHOWN HOW THAN TOLD HOW SEE HOW TO • Improve publishing and productivity with the CS3 interface and templates • Browse, organize, and process files using Adobe Bridge and Version Cue • Import Photoshop and Illustrator files directly into Flash • Keep track of the changes in Flash on a per-object basis • Copy and paste graphic filters and motions • Create more compelling designs with built-in filter effects and gradients • Use blend modes to change the way the image of one object on the Stage is combined with other images • Preview changes to 9-slice scaled movie clips on Stage • Simplify common timeline and scripting tasks with Timeline Effects and Behaviors • Use Script Assisted mode to create scripts without detailed knowledge of ActionScript • Test content on different target devices using Adobe Device Central On the Web This book uses real world examples to give you a context in which to perform a task. …”

“…What You Will Learn Master fundamental CSS concepts like the anatomy of a rule set, the box model, and the differences between block and inline elements Employ flexbox to layout and align elements simply and cleanly Become proficient with CSS3 properties such as transitions, transforms, gradients, and animations Delve into modular, reusable, and scalable CSS for more organized and maintainable style sheets Understand media queries and other pillars of responsive web design Get creative with the @font-face property, Google Web Fonts, font services such as Typekit, as well as, icon fonts Understand the workflow for HiDPI (retina) devices using 2x images, SVG, and the srcset attribute In Detail Rich Finelli trains you in CSS deep learning and shows you the techniques you need to work in the world of responsive, feature-rich web applications. …”

“…What You Will Learn Learn how to work with PyTorch Build intuition on convolution operation on images Implement gradient descent using AutoGrad Learn about LeNet architecture Create a mini-Python project game Understand how to use NumPy, Pandas, and Matplotlib libraries Audience Software developers, machine learning practitioners, data scientists, and anybody else interested in understanding PyTorch and deep learning should take this course. …”

“…You will first look at the architecture of a CNN, then gradient descent in CNN, get introduced to TensorFlow, classical CNNs, transfer learning, and a case study with YOLO. …”

“…We will also cover a few advanced problems, such as image inpainting, gradient blending, variational denoising, seam carving, quilting, and morphing. …”

“…You then will learn about image gradients and how they are used in many shape analysis techniques such as edge detection, Hough Line Transform, and Hough Circle Transform. …”

“…Along the way, you'll work with core algorithms, including deep Q-networks and policy gradients, along with industry-standard tools like PyTorch and OpenAI Gym. …”

“…Along the way, you'll work with core algorithms, including deep Q-networks and policy gradients, along with industry-standard tools like PyTorch and OpenAI Gym. …”

“…You'll also learn to implement DRL such as Deep Q-Learning and Policy Gradient Methods, which are critical to many modern results in AI. …”

“…Complete Coverage of New and Improved Inkscape 0.47 Features Complete vector drawing program supporting the W3C SVG standard Three path-drawing tools (Pencil, Pen, Calligraphy) Five shape-drawing tools (Rectangles, Ellipses, Stars, Spirals, 3D Boxes) Linear and Radial Gradients Pattern fills Tweak Tool for fine adjustment of paths and colors Eraser Tool with both Vector and Bitmap modes Sophisticated snapping for precision drawing and aligning objects Extendable through scripting; over a hundred scripts included Live Path Effects for tasks such as adding patterns along a path while maintaining complete editability Over 200 pre-built SVG filters for adding textures, manipulating color, and so forth A tiling tool to create complex tilings with thirteen different symmetries Clipping and Masking objects An integrated spell checker Built-in bitmap-to-vector tracing The ability to export to more than a dozen graphics formats, including PDF and PostScript The ability to import fro..…”

“…You will also learn about several Reinforcement Learning algorithms, such as SARSA, Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG), Asynchronous Advantage Actor-Critic (A3C), Trust Region Policy Optimization (TRPO), and Proximal Policy Optimization (PPO). …”