“…Leverage DataRobot's enterprise AI platform and automated decision intelligence to extract business value from data Key Features Get well-versed with DataRobot features using real-world examples Use this all-in-one platform to build, monitor, and deploy ML models for handling the entire production life cycle Make use of advanced DataRobot capabilities to programmatically build and deploy a large number of ML models Book DescriptionDataRobot enables data science teams to become more efficient and productive. …”

Tabla de Contenidos: “…Table of Contents Giving Computers the Ability to Learn from Data Training Simple Machine Learning Algorithms for Classification A Tour of Machine Learning Classifiers Using Scikit-Learn Building Good Training Datasets - Data Preprocessing Compressing Data via Dimensionality Reduction Learning Best Practices for Model Evaluation and Hyperparameter Tuning Combining Different Models for Ensemble Learning Applying Machine Learning to Sentiment Analysis Predicting Continuous Target Variables with Regression Analysis Working with Unlabeled Data - Clustering Analysis Implementing a Multilayer Artificial Neural Network from Scratch Parallelizing Neural Network Training with PyTorch Going Deeper - The Mechanics of PyTorch Classifying Images with Deep Convolutional Neural Networks Modeling Sequential Data Using Recurrent Neural Networks Transformers - Improving Natural Language Processing with Attention Mechanisms Generative Adversarial Networks for Synthesizing New Data Graph Neural Networks for Capturing Dependencies in Graph Structured Data Reinforcement Learning for Decision Making in Complex Environments…”

“…They analyse the ways in which certain historical events, violence, memory, and political activism find their way into the narrative device in order to make it politically singular. They explore these relationships in a variety of ways, from an interdisciplinary perspective, at the crossroads of literature, philosophy, cinema and contemporary history. …”

“…This way, we can ensure we are comfortable with how the data is laid out and that we feel good performing the basic operations that usually make up all queries. Then we will jump deeper into SQL by learning about aggregations, subqueries, joins, unions, and window functions. …”

“…A basic understanding of core data concepts and relational and non-relational data will help you make the most out of this book, but they're not a pre-requisite…”

“…Meanwhile, scalable, IoT-enabled applications have become part of larger business objectives, enabling digital transformation with a focus on new services and applications.Serving the next generation of Tactile IoT/IIoT real-time use cases over 5G and Network Slicing technology is essential for consumer and industrial applications and support reducing operational costs, increasing efficiency and leveraging additional capabilities for real-time autonomous systems.New IoT distributed architectures, combined with system-level architectures for edge/fog computing, are evolving IoT platforms, including AI and DLTs, with embedded intelligence into the hyperconnectivity infrastructure.The next generation of IoT/IIoT technologies are highly transformational, enabling innovation at scale, and autonomous decision-making in various application domains such as healthcare, smart homes, smart buildings, smart cities, energy, agriculture, transportation and autonomous vehicles, the military, logistics and supply chain, retail and wholesale, manufacturing, mining and oil and gas…”

“…Extensive sensitivity analyses and five essays treating broader issues that are crucial in electricity markets round out the complementary information required to make informed decisions. A key insight is the importance of the role the electricity sector plays in decarbonising the wider energy sector through electrification and sector coupling. …”

“…Then, we will build amazing intermediate-level computer vision applications such as making an object disappear from an image, identifying different shapes, reconstructing a 3D map from images , and building an augmented reality application, Finally, we'll move to more advanced projects such as hand gesture recognition, tracking visually salient objects, as well as recognizing traffic signs and emotions on faces using support vector machines and multi-layer perceptrons respectively. …”

“…Create stunning and responsive Magento 2 themes for your business About This Book Realize the full potential of theme design in Magento 2 Design attractive themes for your e-commerce store to make them stand out amongst the crowd Practical skills and examples ensure you can take what you've learnt to your own projects ? …”

Tabla de Contenidos: “…Implementing an add article component -- Making components functional -- Rendering component trees -- Feature components and utility components -- Summary -- Chapter 6: The React Component Lifecycle -- Why components need a lifecycle -- Initializing properties and state -- Fetching component data -- Initializing state with properties -- Updating state with properties -- Optimize rendering efficiency -- To render or not to render -- Using metadata to optimize rendering -- Rendering imperative components -- Rendering jQuery UI widgets -- Cleaning up after components -- Cleaning up asynchronous calls -- Summary -- Chapter 7: Validating Component Properties -- Knowing what to expect -- Promoting portable components -- Simple property validators -- Basic type validation -- Requiring values -- Any property value -- Type and value validators -- Things that can be rendered -- Requiring specific types -- Requiring specific values -- Writing custom property validators -- Summary -- Chapter 8: Extending Components -- Component inheritance -- Inheriting state -- Inheriting properties -- Inheriting JSX and event handlers -- Composition with higher-order components -- Conditional component rendering -- Providing data sources -- Summary -- Chapter 9: Handling Navigation with Routes -- Declaring routes -- Hello route -- Decoupling route declarations -- Parent and child routes -- Handling route parameters -- Resource IDs in routes -- Optional parameters -- Using link components -- Basic linking -- URL and query parameters -- Lazy routing -- Summary -- Chapter 10: Server-Side React Components -- What is isomorphic JavaScript? …”

“…After all, Sass exists to simplify writing CSS, but it won't teach you how to make clean, scalable, reusable CSS. For that, you need to understand some basic concepts of OOCSS, SMACCS, and Atomic Design. …”

“…Its advantages include: Freedom to work from anywhere (beach, coffee shop, airport—anywhere with Wi-Fi) Potential to work with forward-thinking companies (from cool start-ups to pioneering tech firms) Rocket-fuelled job opportunities and powered-up career prospects A sense of accomplishment as you build amazing things Make any Android app you like (your imagination is your only limit) Submit your apps to Google Play and potentially start selling within hours All the code and supporting files for this course are available at: https://github.com/PacktPublishing/The-Complete-Android-Oreo-Developer-Course---Build-23-Apps- Downloading the example code for this course: You can download the example code files for all Packt video courses you have purchased from your account at http://www.PacktPub.com . …”

“…It works by allowing AngularJS to handle the front end, and selecting Mongo, Express, and Node to handle the back-end development, which makes increasing sense to forward-thinking web developers. …”

“…In this richly illustrated book of lessons and exercises, you’ll find: • 5 Workshops to learn the art of drawing letters—from an introduction to brush lettering and lettering script to the decoration of letters; from the secrets of good composition to the process of digitization and vectorization of your type • 30 Exercises that gradually develop from beginner through intermediate and advanced difficulty • 16 Studies of works to understand what makes good lettering • 52 Inspirational contributions in featured galleries from international brands • 160 Pages for all skill levels • 26 Letters to learn and explore! …”

“…In Detail Group site project with Google Script - Google Site and Web apps - Spreadsheet Do you want to connect Google Apps Together and make some really amazing things happen? Course will provide you the foundation to work with Google Script to build a Web App that can be embedded in Google Sites. …”

“…Easy video tutorials help you make the most of Microsoft Excel on your iPad! Description Master Excel for iPad through quick, easy video tutorials designed just for iPad users! …”

“…In the middle, you'll stop to learn about the major profilers used in Python and about some graphic tools to help you make sense of their output. You'll then move from generic optimization techniques onto Python-specific ones, going over the main constructs of the language that will help you improve your speed without much of a change. …”

“…The book presents you with an organized test preparation routine through the use of proven series elements and techniques. Exam topic lists make referencing easy. Chapter review activities help you drill on key concepts you must know thoroughly. …”

“…In Lesson 2, without writing any code, you'll build a universal app using Xcode's Interface Builder and drag-and-drop UI design; then you’ll make the app accessible for people with visual impairments and localize it to display text in English or Spanish. …”

“…Whether you want to supplement your income or embark on a new career in trading, Potter has developed the ideal support structure to help everyone interested in growing capital transition into active traders focused on making a profit. PRAISE FOR HOW YOU CAN TRADE LIKE A PRO : " How You Can Trade Like a Pro is an e..…”