“…What You Will Learn Gain deep insights into the application of machine learning tools in the industry Manipulate data in R efficiently to prepare it for analysis Master the skill of recognizing techniques for effective visualization of data Understand why and how to create test and training data sets for analysis Master fundamental learning methods such as linear and logistic regression Comprehend advanced learning methods such as support vector machines Learn how to use R in a cloud service such as Amazon In Detail This book will teach you advanced techniques in machine learning with the latest code in R 3.3.2. …”

“…Additionally, the book comes with several appendices covering various topics such as running the debugger, vector processing, optimization principles, a list of common instructions, and other important subjects. …”

“…What you will learn Hacking at scale - how machine learning (ML) and artificial intelligence (AI) skew the battlefield Defending a boundaryless enterprise Using video and audio as weapons of influence Uncovering DeepFakes and their associated attack vectors Using voice augmentation for exploitation Defending when there is no perimeter Responding tactically to counter-campaign-based attacks Who this book is for This book is for any engineer, leader, or professional with either a responsibility for cyber security within their organizations, or an interest in working in this ever-growing field…”

“…Choose the ideal Creative Suite 3 application for the job Make accurate selections Manage complex compositions with layers Apply filters, effects, and transformations Control color and type precisely Manipulate vector objects Paint, draw, and animate objects Prepare images for use on the Web Create websites Display and print your work anywhere–exactly as designed Design brochures Develop an entire integrated ad campaign Register your book at www.informit.com/title/9780672329340 for access to source images, updates, and links. …”

“…Filter traffic with access lists and implement security features on switches Configure Cisco IOS router firewall features and deploy ASA and PIX Firewall appliances Understand attack vectors and apply Layer 2 and Layer 3 mitigation techniques Secure management access with AAA Secure access control using multifactor authentication..…”

“…Coverage includes • The Direct3D API and graphics pipeline • A 3D math primer: vectors, matrices, coordinate systems, transformations, and the DirectX Math library • Free and low-cost tools for authoring, debugging, and profiling shaders • Extensive treatment of HLSL shader authoring • Development of a C++ rendering engine • Cameras, 3D models, materials, and lighting • Post-processing effects • Device input, component-based architecture, and software services • Shadow mapping, depth maps, and projective texture mapping • Skeletal animation • Geometry and tessellation shaders • Survey of rendering optimization, global illumination, compute shaders, deferred shading, and data-driven engine architecture…”

“…What You Will Learn Review fundamental concepts such as bias and variance Extract features from categorical variables, text, and images Predict the values of continuous variables using linear regression and K Nearest Neighbors Classify documents and images using logistic regression and support vector machines Create ensembles of estimators using bagging and boosting techniques Discover hidden structures in data using K-Means clustering Evaluate the performance of machine learning systems in common tasks In Detail Machine learning is the buzzword bringing computer science and statistics together to build smart and efficient models. …”

“…What you will learn Get the hang of 3D vectors, matrices, and transforms, and their use in game development Discover various techniques to smoothly blend animations Get to grips with GLTF file format and its design decisions and data structures Design an animation system by using animation tracks and implementing skinning Optimize various aspects of animation systems such as skinned meshes, clip sampling, and pose palettes Implement the IK technique for your game characters using CCD and FABRIK solvers Understand dual quaternion skinning and how to render large instanced crowds Who this book is for This book is for professional, independent, and hobbyist developers interested in building a robust animation system from the ground up. …”

“…What you will learn Distinguish between hierarchical clustering and the k-means algorithm Understand the process of finding clusters in data Grasp interesting techniques to reduce the size of data Use autoencoders to decode data Extract text from a large collection of documents using topic modeling Create a bag-of-words model using the CountVectorizer Who this book is for If you are a data scientist who is just getting started and want to learn how to implement machine learning algorithms to build predictive models, then this book is for you. …”

“…COVERAGE INCLUDES • Exploring R, RStudio, and R packages • Using R for math: variable types, vectors, calling functions, and more • Exploiting data structures, including data.frames, matrices, and lists • Creating attractive, intuitive statistical graphics • Writing user-defined functions • Controlling program flow with if, ifelse, and complex checks • Improving program efficiency with group manipulations • Combining and reshaping multiple datasets • Manipulating strings using R’s facilities and regular expressions • Creating normal, binomial, and Poisson probability distributions • Programming basic statistics: mean, standard deviation, and t-tests • Building linear, generalized linear, and nonlinear models • Assessing the quality of models and variable selection • Preventing overfitting, using the Elastic Net and Bayesian methods • Analyzing univariate and multivariate time series data • Grouping data via K-means and hierarchical clustering • Preparing reports, slideshows, and web pages with knitr • Building reusable R packages with devtools and Rcpp • Getting involved with the R global community…”

“…Use XAML to represent state-of-the-art user interfaces, even across multiple windows Handle touch, mouse, keyboard, and pen input, including handwriting recognition Use new Windows 8.1 controls for creating hubs, flyouts, better app bars, performing in-app searches, rendering PDFs, and much more Encode, decode, and transcode multimedia content and speech-enable your app Leverage rich XAML vector graphics and animation Interact with built-in functionality such as the Camera app, file picker, the lock screen, new contacts and appointments integration, and more Exploit the Windows 8.1 charms bar Integrate DirectX graphics seamlessly Work with the rich set of available sensors: accelerometer, compass, light sensor, location (with geofencing support), proximity, and more Control devices such as fingerprint readers, image and bar code scanners, magnetic stripe readers, and custom Bluetooth, USB, HID, or Wi-Fi Direct devices…”

“…This textbook follows a building-block approach to power electronics that allows an in-depth discussion of several important topics that are left out in a conventional course, for example, designing feedback control, power-factor-correction circuits, soft- switching, and Space-Vector PWM, which is a PWM technique, far superior to Sine- PWM, to name a few. …”

“…What you will learn Explore the core components of LLM architecture, including encoder-decoder blocks and embeddings Understand the unique features of LLMs like GPT-3.5/4, Llama 2, and Falcon LLM Use AI orchestrators like LangChain, with Streamlit for the frontend Get familiar with LLM components such as memory, prompts, and tools Learn how to use non-parametric knowledge and vector databases Understand the implications of LFMs for AI research and industry applications Customize your LLMs with fine tuning Learn about the ethical implications of LLM-powered applications Who this book is for Software engineers and data scientists who want hands-on guidance for applying LLMs to build applications. …”

Acceso restringido usuarios UPSA

Acceso restringido usuarios UPSA

“…Bajo clero parroquial y medio rural son, pues, dos vectores importantes de este estudio, originado en un proyecto de investigación nacional que se planteó la modelización de la Córdoba eclesiástica del siglo xviii según el catastro de Ensenada y otras fuentes paracatastrales y geohistóricas, a las que prestan inexcusables servicios los sistemas de información geográfica para la representación cartográfica de los procesos históricos analizados. …”

“…Build upon your foundation with advanced topics like structs, string manipulation, and working with vectors and enums. We'll explore real-world library development using Cargo, Rust's robust package manager. …”

“…Hoy en día es imprescindible dedicar un tiempo a comprender y dominar estas herramientas que se han convertido en auténticos vectores de comunicación, y que resultan ineludibles para las empresas que desean aumentar su visibilidad en Internet…”

“…Uno de los problemas que dificultan la producción de proteínas de interés en plantas utilizando vectores virales es el establecimiento de respuestas de silenciamiento génico postraduccional (PTGS) en respuesta a la replicación viral. …”
Enlace del recurso

“…A través de una serie de artículos cuyos autores abordan los temas desde diferentes perspectivas, este volumen explora en particular tres vectores del elitismo: la comunicación del liderazgo y de las funciones propias del liderazgo; la distinción de la élite mediante estilos de vida reconocibles; las estrategias discursivas para asegurar la legitimidad de la élite…”