Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewer -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Getting Started with Oracle JET -- Getting started with Oracle JET -- Oracle JET features -- Bootstrapping your first Oracle JET project -- Setting up npm and Node.js -- Installing Yeoman and Grunt -- Installing Oracle JET generator -- Creating a project using the command line -- Running a project with Grunt -- Managing and running the project using NetBeans IDE -- Summary -- Chapter 2: Oracle Alta UI -- What is Oracle Alta UI? …”

Tabla de Contenidos: “…Evaluating machine learning models -- Training, validation, and test split -- Simple holdout validation -- K-fold validation -- K-fold validation with shuffling -- Data representativeness -- Time sensitivity -- Data redundancy -- Data preprocessing and feature engineering -- Vectorization -- Value normalization -- Handling missing values -- Feature engineering -- Overfitting and underfitting -- Getting more data -- Reducing the size of the network -- Applying weight regularization -- Dropout -- Underfitting -- Workflow of a machine learning project -- Problem definition and dataset creation -- Measure of success -- Evaluation protocol -- Prepare your data -- Baseline model -- Large model enough to overfit -- Applying regularization -- Learning rate picking strategies -- Summary -- Chapter 5: Deep Learning for Computer Vision -- Introduction to neural networks -- MNIST - getting data -- Building a CNN model from scratch -- Conv2d -- Pooling -- Nonlinear activation - ReLU -- View -- Linear layer -- Training the model -- Classifying dogs and cats - CNN from scratch -- Classifying dogs and cats using transfer learning -- Creating and exploring a VGG16 model -- Freezing the layers -- Fine-tuning VGG16 -- Training the VGG16 model -- Calculating pre-convoluted features -- Understanding what a CNN model learns -- Visualizing outputs from intermediate layers -- Visualizing weights of the CNN layer -- Summary -- Chapter 6: Deep Learning with Sequence Data and Text -- Working with text data -- Tokenization -- Converting text into characters -- Converting text into words -- N-gram representation -- Vectorization -- One-hot encoding -- Word embedding -- Training word embedding by building a sentiment classifier -- Downloading IMDB data and performing text tokenization -- torchtext.data -- torchtext.datasets -- Building vocabulary -- Generate batches of vectors…”

Tabla de Contenidos: “…. -- See also -- Getting into CMDB -- Getting ready -- How to do it... -- There's more... -- See also -- Setting up an SLA/OLA/underpinning contract -- Getting ready -- How to do it... -- See also -- Setting up system rules -- Getting ready -- How to do it... -- There's more... -- Understanding the system dictionary -- Getting ready -- How to do it... -- Understanding the Service-Now tables schema -- Getting ready -- How to do it... -- Getting into system security -- Getting ready -- How to do it... -- There's more... -- Chapter 3: Building Data-Driven Application -- Introduction -- Starting a new application -- Getting ready -- How to do it... -- Getting into new modules -- Getting ready -- How to do it... -- Getting into the client script -- Getting ready -- How to do it... -- Getting into the server-side script -- Getting ready -- How to do it... -- Understanding the team development plugin -- Getting ready -- How to do it... -- Understand web services -- Getting ready -- How to do it... -- See also -- Understanding development best practice -- Getting ready -- How to do it... -- Chapter 4: Configuring Alerts and Notifications…”

Tabla de Contenidos: “…13.7 Experiments with training to the cross-covariance matrix E -- 14 Exact 2D rotations for cloud matching and pose estimation tasks -- 14.1 2D point-cloud orientation matching -- 14.2 2D parallel projection pose estimation -- 14.3 2D perspective projection -- 15 Exact 3D rotations for cloud matching and pose estimation tasks -- 15.1 Basics -- 15.2 3D point-cloud matching -- 15.3 Direct solution of the error-free 3D match problem -- 15.3.1 Solving the 3D match least-squares loss function algebraically -- 15.4 3D to 2D orthographic pose estimation -- 15.4.1 Least-squares solution to error-free orthographic pose problem -- 15.4.2 Remarks on variational approaches to solving matching problems -- 15.5 3D pose estimation with perspective projection -- 15.5.1 The exact perspective solution -- 15.6 Remarks on handling data with measurement errors -- 4 Quaternion proteomics -- 16 Quaternion protein frame maps -- 16.1 Quaternion maps of global protein structure -- 16.2 Related work -- 16.3 Introduction to quaternion maps -- 16.3.1 Quaternion orientation frames -- 16.4 Quaternion distance -- 16.5 Protein frame geometry -- 16.5.1 Visualizing quaternions as geometry -- 16.5.2 Visualizing quaternions as coordinates -- 16.5.3 Collections of frames via quaternion maps -- 16.6 Studies in quaternion frame maps -- 16.6.1 Alpha-helix model: quaternion frames of idealized curves -- 16.6.2 Beta-sheet model: extreme quaternion frames -- 16.6.3 Quaternion frames from spline curves of PDB backbones -- 16.7 Quaternion frames from discrete PDB data -- 16.8 Example applications of discrete global quaternion frames -- 16.8.1 Quaternion frames of rigid proteins -- 16.8.2 Statistical quaternion groupings of NMR data -- 16.8.3 Enzyme functional structures -- 16.9 Tools for exploring and comparing quaternion maps -- 16.9.1 Aids for exploring quaternion maps…”

Tabla de Contenidos: “…Front Cover -- Intelligent Sensing and Communications for Internet of Everything -- Copyright -- Contents -- 1 Background and introduction -- 1.1 Background -- 1.2 Introduction -- 1.2.1 Progress of 6G around the world -- 1.2.2 6G vision and its performance indicators -- 1.2.3 Potential key technologies of 6G -- 1.2.3.1 Three major operating scenarios of 5G eMBB, mMTC, and URLLC -- 1.2.3.2 Backscatter technology and Intelligent Reflecting Surface technology in the Internet of Things -- 1.2.3.3 Unmanned aerial vehicle technology in IoE -- 1.2.3.4 mmWave technology and Terahertz technology IoT communications -- 1.2.3.5 Artificial intelligence technology in the Internet of Things -- 1.2.3.6 Fog/edge computing technology and big data system with IoT -- 1.3 Suggestions to promote 6G research and development -- 2 Three major operating scenarios of 5G: eMBB, mMTC, URLLC -- 2.1 Introduction -- 2.1.1 The comprehensive introduction for eMBB -- 2.1.2 The comprehensive introduction for mMTC -- 2.1.3 The comprehensive introduction for URLLC -- 2.1.3.1 The key technology of URLLC -- 2.1.3.2 Performance metrics for URLLC -- 2.1.3.3 Shortcomings of URLLC -- 2.2 Opportunistic spectrum sharing for D2D-based URLLC -- 2.2.1 System model -- 2.2.1.1 Problem formulation -- 2.2.2 Optimal resource allocation -- 2.2.2.1 Scheme 1 -- 2.3 Cooperative wireless-powered NOMA relaying for B5G IoT networks with hardware impairments and channel estimation errors -- 2.3.1 System model -- 2.3.1.1 Energy harvesting -- 2.3.1.2 Information transmission -- 2.3.2 Performance analysis -- 2.3.3 Exact outage probability -- 2.3.4 Asymptotic OP -- 2.3.4.1 OP of Df -- 2.3.4.2 Diversity order -- 2.3.4.3 Diversity order of Df -- 2.3.4.4 Diversity order of Dn -- 2.3.5 Energy efficiency (EE) -- 2.3.6 Power optimization for the sum rate -- 2.3.7 Performance evaluation results and discussion…”

Tabla de Contenidos: “…Security - best practices -- Implementing a CMDB/asset list -- User accounts and authentication -- Provisioning and postprovisioning controls -- Networks -- Other practices -- Summary -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Running the Script -- The Results -- Hacking the Script -- #58 Keeping Track of the Weather -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #59 Digging Up Movie Info from IMDb -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #60 Calculating Currency Values -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #61 Retrieving Bitcoin Address Information -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #62 Tracking Changes on Web Pages -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- Chapter 8: Webmaster Hacks -- Running the Scripts in This Chapter -- #63 Seeing the CGI Environment -- The Code -- How It Works -- Running the Script -- The Results -- #64 Logging Web Events -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #65 Building Web Pages on the Fly -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #66 Turning Web Pages into Email Messages -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #67 Creating a Web-Based Photo Album -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #68 Displaying Random Text -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- Chapter 9: Web and Internet Administration -- #69 Identifying Broken Internal Links -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script -- #70 Reporting Broken External Links -- The Code -- How It Works -- Running the Script -- The Results -- #71 Managing Apache Passwords -- The Code -- How It Works -- Running the Script -- The Results -- Hacking the Script…”

Tabla de Contenidos: “…Challenges to Treatment -- FUTURE RESEARCH -- REFERENCES -- Chapter 9 Cosmetic Medical Procedures and Body Adornment -- INTRODUCTION -- MOTIVATIONS FOR COSMETIC PROCEDURES -- Increased Acceptance of Cosmetic Medical Treatments -- Body Image -- Gender -- Ethnicity -- Age -- TYPE-CHANGING COSMETIC PROCEDURES -- Rhinoplasty -- Facial Skeletal Procedures -- Cosmetic Breast Augmentation -- RESTORATIVE PROCEDURES -- Rhytidectomy and Blepharoplasty -- Minimally Invasive Cosmetic Procedures -- Lipoplasty -- Abdominoplasty -- OTHER PROCEDURES -- Tattoos and Body Piercing -- Genital Enhancement -- PSYCHIATRIC DISORDERS AMONG COSMETIC SURGERY PATIENTS -- Body Dysmorphic Disorder -- Eating Disorders -- PSYCHOLOGICAL ASSESSMENT OF THE COSMETIC PATIENT -- SUMMARY -- REFERENCES -- Chapter 10 Women's Sleep Throughout the Lifespan -- INTRODUCTION -- Sleep Primer -- SLEEP AND THE MENSTRUAL CYCLE -- Subjective and Objective Sleep Changes -- Premenstrual Syndrome (PMS) or Premenstrual Dysphoric Disorder (PMDD), Dysmenorrhea, Sleepiness, and Sleep -- Treatments to Alleviate Premenstrual Sleep Disturbance -- Oral Contraceptives (OCs) and Sleep -- SLEEP DURING PREGNANCY AND POSTPARTUM -- Sleep During Pregnancy -- Sleep and Postpartum -- Sleep Strategies for Expecting and New Mothers -- SLEEP AND MENOPAUSE -- Reproductive Hormones and Sleep -- Hot Flashes and Sleep Disturbance -- Mood and Sleep -- Cultural and Ethnic Factors -- Sleep Strategies for Menopausal Women -- SLEEP AND AGING -- Sleep Architecture and Circadian Rhythms -- Sleep Disorders and Their Correlates Among Aging Women -- Treatments for Advanced Rhythms -- Polypharmacy and Sleep Among Aging Women -- SLEEP CHALLENGES -- Shift Work -- Chronic Insomnia in Women -- Obstructive Sleep Apnea -- FUTURE DIRECTIONS -- REFERENCES -- Chapter 11 Promotion of Physical Activity for Women's Health -- INTRODUCTION…”

Tabla de Contenidos: “…Average word embeddings -- RNN-based document embeddings -- Transformer-based BERT embeddings -- SBERT embeddings -- Text clustering with Sentence-BERT -- Topic modeling with BERTopic -- Semantic search with SBERT -- Instruction fine-tuned embedding models -- Summary -- Further reading -- Chapter 8: Boosting Model Performance -- Technical requirements -- Improving performance with data augmentation -- Character-level augmentation -- Word-level augmentation -- Sentence-level augmentation -- Boosting IMDB text classification with augmentation -- Adapting the model to the domain -- Optimizing the parameters with HPO -- Summary -- Chapter 9: Parameter Efficient Fine-Tuning -- Technical requirements -- Introduction to PEFT -- Understanding Types of PEFT -- Additive methods -- Selective methods -- Low-rank fine-tuning -- Hands-on PEFT experiments -- Fine-tuning a BERT checkpoint with adapter tuning -- Efficiently fine-tune FLAN-T5 for an NLI task with Lora -- Tuning with QLoRA -- Summary -- References -- Part 3: Advanced Topics -- Chapter 10: Large Language Models -- Technical requirements -- Why large language models? …”

“…Como chegámos aqui, e o que pode ser feito para melhorarmos a nossa situação? …”

Tabla de Contenidos: “…-- FOREWORD -- PREFACE -- ACKNOWLEDGMENTS -- 1 BROADBAND ACCESS TECHNOLOGIES: AN OVERVIEW -- 1.1 Communication Networks -- 1.2 Access Technologies -- 1.2.1 Last-Mile Bottleneck -- 1.2.2 Access Technologies Compared -- 1.3 Digital Subscriber Line -- 1.3.1 DSL Standards -- 1.3.2 Modulation Methods -- 1.3.3 Voice over DSL -- 1.4 Hybrid Fiber Coax -- 1.4.1 Cable Modem -- 1.4.2 DOCSIS -- 1.5 Optical Access Networks -- 1.5.1 Passive Optical Networks -- 1.5.2 PON Standard Development -- 1.5.3 WDM PONs -- 1.5.4 Other Types of Optical Access Networks -- 1.6 Broadband over Power Lines -- 1.6.1 Power-Line Communications -- 1.6.2 BPL Modem -- 1.6.3 Challenges in BPL -- 1.7 Wireless Access Technologies -- 1.7.1 Wi-Fi Mesh Networks -- 1.7.2 WiMAX Access Networks -- 1.7.3 Cellular Networks -- 1.7.4 Satellite Systems -- 1.7.5 LMDS and MMDS Systems -- 1.8 Broadband Services and Emerging Technologies -- 1.8.1 Broadband Access Services -- 1.8.2 Emerging Technologies -- 1.9 Summary -- References -- 2 OPTICAL COMMUNICATIONS: COMPONENTS AND SYSTEMS -- 2.1 Optical Fibers -- 2.1.1 Fiber Structure -- 2.1.2 Fiber Mode -- 2.1.3 Fiber Loss -- 2.1.4 Fiber Dispersion -- 2.1.5 Nonlinear Effects -- 2.1.6 Light-Wave Propagation in Optical Fibers -- 2.2 Optical Transmitters -- 2.2.1 Semiconductor Lasers -- 2.2.2 Optical Modulators -- 2.2.3 Transmitter Design -- 2.3 Optical Receivers -- 2.3.1 Photodetectors -- 2.3.2 Optical Receiver Design -- 2.4 Optical Amplifiers -- 2.4.1 Rare-Earth-Doped Fiber Amplifiers -- 2.4.2 Semiconductor Optical Amplifiers -- 2.4.3 Raman Amplifiers -- 2.5 Passive Optical Components -- 2.5.1 Directional Couplers -- 2.5.2 Optical Filters -- 2.6 System Design and Analysis -- 2.6.1 Receiver Sensitivity -- 2.6.2 Power Budget -- 2.6.3 Dispersion Limit -- 2.7 Optical Transceiver Design for TDM PONs -- 2.7.1 Burst-Mode Optical Transmission -- 2.7.2 Colorless ONUs -- 2.8 Summary -- References -- 3 PASSIVE OPTICAL NETWORKS: ARCHITECTURES AND PROTOCOLS -- 3.1 PON Architectures -- 3.1.1 Network Dimensioning and Bandwidth…”

Tabla de Contenidos: “…-- What to Expect from Free Streaming Services -- Some Free Streaming Services to Check Out -- Crackle -- Haystack News -- Hoopla -- IMDb TV -- Kanopy -- PBS Video -- Peacock -- Roku Channel Store -- Tubi TV -- Xumo -- Free streaming apps for kids -- A few more freebies -- Chapter 9 Checking Out Paid Streaming Services -- What to Expect from Paid Streaming Services -- What Types of Paid Streaming Services Are Available? …”

Tabla de Contenidos: “…Migration examples -- 9.1 Migration of HIDAM database to PHIDAM -- 9.1.1 Image copy of non-HALDB database data sets -- 9.1.2 Running the Migration Aid utility -- 9.1.3 Unloading the HIDAM database -- 9.1.4 Saving database information -- 9.1.5 Deleting the database from the RECONs -- 9.1.6 Changing the DBD and running the DBDGEN -- 9.1.7 Defining partitions with PDU -- 9.1.8 Allocate HALDB data sets -- 9.1.9 Initializing HALDB partitions -- 9.1.10 Loading HALDB database -- 9.1.11 Image copy HALDB data sets -- 9.1.12 ACBGEN -- 9.2 Migration of a database with a secondary index -- 9.3 Migrating a PDB database -- Chapter 10. …”

Tabla de Contenidos: “…Cover; Title Page; Copyright; Contents; About the Editors; List of Contributors; Foreword by Tommi Uitto; Foreword by Karri Kuoppamaki; Preface; Acknowledgements; Introduction; Terminology; Chapter 1 Drivers and Motivation for 5G; 1.1 Drivers for 5G; 1.2 ITU-R and IMT 2020 Vision; 1.3 NGMN (Next Generation Mobile Networks); 1.4 5GPPP (5G Public-Private Partnership); 1.5 Requirements for Support of Known and New Services; 1.5.1 Massive IoT; 1.5.2 Time Critical Communication; 1.5.3 Enhanced Mobile Broadband (eMBB); 1.5.4 Enhanced Vehicular Communications; 1.5.5 Network Operations…”

Tabla de Contenidos: “….; 2.18.1.3. Automatically with CDDB…”

Tabla de Contenidos: “…Major GCS software that is available on the market -- Mission Planner or APM Planner -- QGroundControl -- UgCS -- AeroGCS software overview -- AeroGCS main dashboard -- AeroGCS home menu -- Methods of connecting a drone -- RPA or drone configuration -- Autonomous mission planning -- Waypoint planning -- Survey planning -- Summary -- Chapter 8: Understanding Flight Modes and Mission Planning -- Technical requirements -- Flight modes and types -- Types of fight modes -- Assigning flight modes via remote control -- How it works -- Assigning and changing flgiht modes in a GCS -- Configuring the flight modes of the remote controller switch -- Planning and executing an autonomous waypoint mission -- Summary -- Part 3: Configuration, Calibrations, Flying, and Log Analysis -- Chapter 9: Drone Assembly, Configuration, and Tuning -- Technical requirements -- Components and tools required to build a drone -- Assembling the components of a drone -- Airframe assembly -- Motor assembly -- Assembling and configuring the ESCs -- Installing the flight controller -- Mounting a PDB on a drone -- Installing the battery -- Configuring the RC transmitter and receiver -- Telemetry connection -- Setting up and configuring avionics -- Firmware flashing -- Configuring the flight controller -- Understanding calibration and failsafes -- Calibrating sensors -- Failsafe setup and configuration -- Setting up a maiden flight -- Performing a maiden flight -- Summary -- Chapter 10: Flight Log Analysis and PIDs -- Technical requirements -- Introduction to flight logs and their applications -- Types of logs stored -- Working with GCS software on logs and their graphs -- Steps to download logs from the flight controller using QGC as the GCS -- Analyzing download logs -- Interpreting graphs -- Understanding PID controllers and their uses…”