Tabla de Contenidos: “…Restricted Boltzmann Machines -- Energy function -- Encoding and decoding -- Contrastive divergence (CD-k) -- Stacked/continuous RBM -- RBM versus Boltzmann Machines -- Recurrent neural networks (RNN/LSTM) -- Cells in RNN and unrolling -- Backpropagation through time -- Vanishing gradient and LTSM -- Cells and gates in LTSM -- Step 1 - The forget gate -- Step 2 - Updating memory/cell state -- Step 3 - The output gate -- Practical examples -- TensorFlow setup and key concepts -- Handwritten digits recognition -- Summary -- Chapter 4: Deep Learning in Computer Vision -- Origins of CNNs -- Convolutional Neural Networks -- Data transformations -- Input preprocessing -- Data augmentation -- Network layers -- Convolution layer -- Pooling or subsampling layer -- Fully connected or dense layer -- Network initialization -- Regularization -- Loss functions -- Model visualization -- Handwritten digit classification example -- Fine-tuning CNNs -- Popular CNN architectures -- AlexNet -- Visual Geometry Group -- GoogLeNet -- ResNet -- Summary -- Chapter 5: NLP - Vector Representation -- Traditional NLP -- Bag of words -- Weighting the terms tf-idf -- Deep learning NLP -- Motivation and distributed representation -- Word embeddings -- Idea of word embeddings -- Advantages of distributed representation -- Problems of distributed representation -- Commonly used pre-trained word embeddings -- Word2Vec -- Basic idea of Word2Vec -- The word windows -- Generating training data -- Negative sampling -- Hierarchical softmax -- Other hyperparameters -- Skip-Gram model -- The input layer -- The hidden layer -- The output layer -- The loss function -- Continuous Bag-of-Words model -- Training a Word2Vec using TensorFlow -- Using existing pre-trained Word2Vec embeddings -- Word2Vec from Google News -- Using the pre-trained Word2Vec embeddings -- Understanding GloVe -- FastText…”

“…It is also published annually on the CD-ROM OECD…”

“…This completely revised CS5 edition covers the new tools for interactive documents, simplified object selection, multiple page sizes, track text changes, new layers panel, production enhancements, and print to digital capability. The companion CD includes all the lesson files that readers need to work along with the book. …”

Tabla de Contenidos: “…Conduction in Semiconductors (Covalent Bond Structure) -- Fermi Level -- 2.7 Extrinsic Semiconductor (Doped or Impure) -- N-type Semicondctor (Doped Type Doping) -- P-type Semiconductor -- 2.8 Energy Band Representations of Doped Materials -- 2.9 Carrier Lifetime -- 2.10 Diffusion -- Einstein Relation -- Net Current -- Continuity Equation -- 2.11 Hall Effect -- 2.12 P-N Diode -- Energy Band Diagrams for a P-N Diode with No Bias -- Contact Difference of Potential E0 or V 0 -- Open Circuited Junction of P -N Diode -- Forward Biased P -N (Junction) Diode -- The Law of Junction -- 2.13 Current Components in the P-N Semiconductor Diode -- 2.14 Characteristics of P-N Diode -- Forward Biased P-N Diode Characteristics -- Reverse Biased Semiconductor Diode Characteristics -- Temperature Dependence of Diode Current -- 2.15 Diode Capacitances -- Space Charge Capacitance or Transition Capacitance CT -- Diffusion or Storage Capacitance CD -- 2.16 Zener Diodes (Voltage Regulating Diodes) -- Applications of Zener Diode -- 2.17 Tunnel Diode -- Working Principle of Tunnel Diode -- E.B.D. for Reverse Biased Tunnel Diode -- Energy Band Diagrams for Biased Tunnel Diode -- Tunnel Diode and Its Equivalent Circuit -- Applications of Tunnel Diode -- 2.18 Photo Diode -- Principle of Working -- Photo Diode Characteristics -- 2.19 Rectifier Circuits -- Ripple Factor -- Voltage Regulation -- Full Wave Rectifier Circuit -- 2.20 Bridge Rectifiers -- Full Wave Doubler -- 2.21 Filters -- Inductor Filter -- 2.22 Capacitor Filter Circuits -- Half-wave Rectifier Circuit with Capacitor Filter -- Full-wave Rectifier Circuit with Capacitor Filter -- L-section Filter or Choke Input Filter or L-filter -- Section Filter -- Questions for Practice (Semiconductor Diode) -- Solved Examples -- Chapter 3: Transistors -- 3.1 Bipolar Junction Transistor (BJT)…”

“…Included in the text and the companion CD are a number of activities, discussion questions, and games that could be us…”

Tabla de Contenidos: “…-- Managing Fabric capacities -- Managing Spark job configurations -- Starter pools -- Custom Spark pools -- Spark runtime -- High concurrency -- Automatically tracking machine learning experiments and models -- Spark properties/configuration -- Library management -- Auto-tune -- Spark utility (MSSparkUtils) -- Summary -- Part 4: Security and Developer Experience -- Chapter 9: Security and Governance Overview -- Securing the Microsoft Fabric platform -- Guest users -- Conditional access -- Securing Microsoft Fabric workspaces and items -- Workspace-level permissions -- Item-level permissions -- Understanding governance and compliance in Microsoft Fabric -- Domains -- Microsoft Purview -- Summary -- Chapter 10: Continuous Integration and Continuous Deployment (CI/CD) -- Technical requirements -- Understanding the end-to-end flow -- Connecting to a Git repo with Azure DevOps -- Working on a new feature or release -- Creating and executing a deployment pipeline -- Managing database code for a Fabric data warehouse -- Managing database code with the SQL Database Projects extension -- Summary -- Part 5: AI Assistance with Copilot Integration -- Chapter 11: Overview of AI Assistance and Copilot Integration -- Technical requirements -- What is Copilot in Fabric? …”

“…While Ansible provides simple yet powerful features to automate multi-layer environments using agentless communication, it can also solve other critical IT challenges, such as ensuring continuous integration and continuous deployment (CI/CD) with zero downtime. In this book, you'll work with the latest release of Ansible and learn how to solve complex issues quickly with the help of task-oriented scenarios. …”

“…Later, the book delves into the capabilities of Ansible AWX and integrating Ansible with your CI/CD pipelines, using Azure DevOps and GitHub Actions. …”

Tabla de Contenidos: “…LOS DISPOSITIVOS II -- LAS DISQUETERAS -- EL CD-ROM -- EL DVD -- LOS BLU-RAY DISC -- LAS GRABADORAS CD-ROM -- LAS GRABADORAS DVD-ROM -- LAS UNIDADES SCSI -- LO QUE HEMOS APRENDIDO -- TEST -- TEMA 6. …”

Tabla de Contenidos: “…Lean Thinking and Continuous Deployment (CD) -- 2. Trends on Agile, Lean, and Rapid Software Development -- 2.1. …”

Texto completo en Odilo

Texto completo en Odilo

Texto completo en Odilo

Texto completo en Odilo