Tabla de Contenidos: “…SimpleRNN with Hidden Layers -- Simple GRU -- GRU with Hidden Layers -- Key Takeaways -- Chapter 18: LSTM RNNs -- What Is LSTM -- The LSTM Cell -- Example -- LSTM with One Layer of 8 -- LSTM with Three Layers of 64 -- Conclusion -- Key Takeaways -- Chapter 19: The Prophet Model -- The Example -- The Prophet Data Format -- The Basic Prophet Model -- Adding Monthly Seasonality to Prophet -- Adding Holiday Data to Basic Prophet -- Adding an Extra Regressor to Prophet -- Tuning Hyperparameters Using Grid Search -- Key Takeaways -- Chapter 20: The DeepAR Model -- About DeepAR -- Model Training with DeepAR -- Predictions with DeepAR -- Probability Predictions with DeepAR -- Adding Extra Regressors to DeepAR -- Hyperparameters of the DeepAR -- Benchmark and Conclusion -- Key Takeaways -- Chapter 21: Model Selection -- Model Selection Based on Metrics -- Model Structure and Inputs -- One-Step Forecasts vs. …”

Tabla de Contenidos: “…Controlling the opacity and size of markers -- Using logarithmic scales -- Introducing sliders and range sliders -- Customizing the marks and values of sliders -- Summary -- Chapter 7: Exploring Map Plots and Enriching Your Dashboards with Markdown -- Technical requirements -- Exploring choropleth maps -- Utilizing animation frames to add a new layer to your plots -- Using callback functions with maps -- Creating a Markdown component -- Understanding map projections -- Using scatter map plots -- Exploring Mapbox maps -- Exploring other map options and tools -- Incorporating an interactive map into our app -- Summary -- Chapter 8: Calculating the Frequency of Your Data with Histograms and Building Interactive Tables -- Technical requirements -- Creating a histogram -- Customizing the histogram by modifying its bins and using multiple histograms -- Using color to further split the data -- Exploring other ways of displaying multiple bars in histograms -- Adding interactivity to histograms -- Creating a 2D histogram -- Creating a DataTable -- Controlling the look and feel of the table (cell width, height, text display, and more) -- Adding histograms and tables to the app -- Summary -- What we have covered so far -- Section 3: Taking Your App to the Next Level -- Chapter 9: Letting Your Data Speak for Itself with Machine Learning -- Technical requirements -- Understanding clustering -- Finding the optimal number of clusters -- Clustering countries by population -- Preparing data with scikit-learn -- Handling missing values -- Scaling data with scikit-learn -- Creating an interactive KMeans clustering app -- Summary -- Chapter 10: Turbo-charge Your Apps with Advanced Callbacks -- Technical requirements -- Understanding State -- Understanding the difference between Input and State -- Creating components that control other components…”

Tabla de Contenidos: “…. -- Jahresbericht 2008 -- Die wichtigsten Stiftungen der Freundesgesellschaft -- Forschergruppen an der Heinrich-Heine-Universität Düsseldorf -- Die Forschergruppe 729 "Anti-infektiöse Effektorprogramme: Signale und Mediatoren" -- Die DFG-Forschergruppe 717 "Unrestricted Somatic Stem Cells from Human Umbilical Cord Blood (USSC)"/ "Unrestringierte somatische Stammzellen aus menschlichem Nabelschnurblut" -- Beteiligungen an Forschergruppen -- Kausalität von Unterlassungen - Dilemmata und offene Fragen -- Sofja Kovalevskaja-Preisträger -- Das lymphozytäre Choriomeningitisvirus - Untersucht mittels eines Mausmodells für virusinduzierte Immunpathologie in der Leber -- Graduiertenausbildung an der Heinrich-Heine-Universität Düsseldorf -- CLIB-Graduate Cluster Industrial Biotechnology: Ein neuer Weg zur praxisnahen Doktorandenausbildung -- Strukturierte Promotionsförderung in der Infektionsforschung durch die Manchot Graduiertenschule "Molecules of Infection" -- Nachwuchsforschergruppen an der Heinrich-Heine-Universität Düsseldorf -- Empirische Wettbewerbsanalyse -- Selektion und Charakterisierung von Bindeproteinen für amyloidogene Peptide und Proteine -- Interdisziplinäre Forscherverbünde an der Heinrich-Heine-Universität Düsseldorf -- Parteimitglieder in Deutschland. …”

Tabla de Contenidos: “…References -- Notes -- 4 Carbon management technologies -- A fresh look at bioproduction -- Biotechnologies coming of age -- Engineering biology, the missing link in biomanufacturing -- Technologies for smart and precision agriculture -- The enigma of meat -- Fertilizer and its alternatives -- Soil, the forgotten resource -- Soil microbiomes -- Carbon farming -- Biochar and CCS -- Compostable plastics and soil amendments -- Recycled and atmospheric carbon -- Recycling of wet organic material -- Treatment and recycling of dry solid waste -- Mechanical recycling of polymers -- Chemical recycling of polymers and other dry waste -- Technologies for utilisation of industry flue gases (CCU) -- C1 pathways, especially methanol -- C2 - C4 pathways -- Fossil feedstocks: electrifying the process -- Microbial single cell protein for food and feed -- Technologies for capturing and use of atmospheric CO2 (DAC) -- Liquid solvent-based DAC -- Solid sorbent-based DAC -- Carbon sequestration for compensation and removal -- Sequestration in building materials -- Solid wood construction -- Injecting CO2 in cement -- Geological storage -- Capture in sediments (between strata) -- Mineralisation -- BECCS and DACCS -- Further technological enablers in carbon-based value chains -- Nanotechnology: potential across many CCU areas -- Nanotechnology in plant agriculture - opportunities and challenges -- Automated synthetic chemistry -- Hydrogen as enabler in carbon-based value chains -- Production of hydrogen -- Green hydrogen -- Blue hydrogen -- National hydrogen strategies -- Hydrogen policies for chemicals, materials, and fuels -- References -- Notes -- 5 Case study summaries and their main policy points -- Austria: Carbon2Product Austria (C2PAT) -- Summary -- Public intervention and supporting policies -- Canada 1: Embedding carbon in the built environment -- Summary…”

Tabla de Contenidos: “…Touchpoints and hosting environments -- 5.1 Hosting environments -- 5.2 Touchpoint interfaces -- 5.3 Touchpoint portTypes -- 5.3.1 portTypes for all touchpoints -- 5.3.2 Operating system touchpoint -- 5.3.3 WebSphere cell touchpoint -- 5.4 Summary -- Chapter 6. Creating an installation program -- 6.1 Basic flow -- 6.1.1 Common terms -- 6.1.2 Installation process -- 6.2 Writing a custom installer -- 6.2.1 Checking the environment as defined by the software package -- 6.2.2 Obtaining user input and overriding default values -- 6.2.3 Obtaining and validating the dependencies of the package -- 6.2.4 Installing the package -- 6.2.5 Registering the installable units -- 6.3 Interfacing with ChangeManager and other classes -- 6.3.1 com.ibm.ac.si.mr.MediaInfo -- 6.3.2 com.ibm.ac.si.checker.DependencyChecker -- 6.3.3 com.ibm.ac.si.checker.CheckerUtil -- 6.3.4 com.ibm.ac.si.checker.PropertySelection -- 6.3.5 com.ibm.ac.si.checker.SoftwareSelection -- 6.3.6 com.ibm.ac.si.instances.ParameterOverrides -- 6.3.7 com.ibm.ac.si.selections.FeatureSelectionInput -- 6.3.8 com.ibm.ac.si.instances.SoftwareInstance -- 6.3.9 com.ibm.ac.si.cm.CreateOperation -- 6.3.10 com.ibm.ac.si.cm.DeleteOperation -- 6.3.11 com.ibm.ac.si.cm.ChangeRequest -- 6.3.12 com.ibm.ac.si.cm.IChangeManager -- 6.4 Sample installation program -- 6.4.1 Manifest files -- 6.4.2 Installation program -- 6.4.3 Setup of installation program -- 6.5 Feature selection example -- 6.5.1 Manifest files -- 6.5.2 Installation program -- 6.5.3 Payload -- 6.5.4 Response file -- 6.5.5 Execution -- 6.5.6 Output -- 6.6 Summary -- Chapter 7. …”

Tabla de Contenidos: “…-- Available filters in Solr -- Stop filter -- Classic filter -- Synonym filter -- Synonym graph filter -- ASCII folding filter -- Keep word filter -- KStem filter -- KeywordMarkerFilterFactory -- Word delimiter graph filter -- Understanding CharFilter -- Understanding PatternReplaceCharFilterFactor -- Understanding multilingual analysis -- Language identification -- Configuring Solr for multiple language search -- Creating separate fields per language -- Creating separate indexes per language -- Understanding phonetic matching -- Understanding Beider-Morse phonetic matching -- Summary -- Chapter 5: Data Indexing and Operations -- Basics of Solr indexing -- Installing Postman -- Exploring the post tool -- Understanding index handlers -- Working with an index handler with the XML format -- Index handler with JSON -- Apache Tika and indexing -- Solr Cell basics -- Indexing a binary using Tika -- Language detection -- Language detection configuration -- Client APIs -- Summary -- Chapter 6: Advanced Queries - Part I.…”

Tabla de Contenidos: “…Inline and Floated List Items -- Using Positioning to Escape Containers -- Overlays, Tooltips, and Drop-Down Menus -- Multicolumn CSS Layouts -- A Two-Column Layout -- Two Columns with Right Sidebar -- A Three-Column Layout -- Fixed-Sized, Flexible, and Mixed Columns -- Designing with Constraints -- Chapter 8: Backgrounds and Borders -- Backgrounds -- Multiple Background Images -- Strategies for Background Images -- Background Image Sprites -- Border -- Outline -- Faking Rounded Corners -- Chapter 9: Typography and Web Fonts -- Font Basics -- font-family -- font-size -- font-weight -- font-variant -- font-style -- line-height -- font (Shorthand) -- vertical-align -- Additional Font Styling -- text-decoration -- text-transform -- word-spacing -- letter-spacing -- text-align -- white-space -- word-wrap -- text-indent -- text-shadow -- Specifying Typefaces -- System Fonts -- Font Embedding -- Custom Fonts via Text Replacement -- Chapter 10: Lists and Tables -- Lists -- display: list-item -- list-style-type -- Generated Content -- Counters -- Tables -- table-layout -- border-collapse -- border-spacing -- empty-cells -- vertical-align -- text-align -- Table display Values -- Chapter 11: Forms and User Interface Elements -- Working with Form Controls -- Sizing -- Colors, Backgrounds, and Borders -- Text and Form Element Inheritance -- States: Disabled, Required, and Invalid -- Common Form Element Layouts -- Label Stacked Above the Field -- Basic Multicolumn Forms -- Label Besides the Field -- Exceptions for Radio Buttons and Check Boxes -- Inputting Tabular Data -- Conditional Fields -- Placeholder Text -- Making Buttons -- Background Images -- CSS3: text-shadow, border-radius, and Gradients -- Links As Buttons -- Chapter 12: Media: Printing and Other Devices -- Media Types -- List of Media Types -- Specifying Media Types -- Print Media…”

Tabla de Contenidos: “…OTHER CONSIDERATIONS FOR NEW APPLICATIONS -- CHAPTER 8: Operating System Types -- WORKSTATION OSs -- CELL PHONE/TABLET OSs -- VARIOUS FILESYSTEM TYPES -- VENDOR LIFE-CYCLE LIMITATIONS -- COMPATIBILITY CONCERNS BETWEEN OSs -- CHAPTER 9: Operating System Installations and Upgrades -- BOOT METHODS -- TYPES OF INSTALLATIONS -- PARTITIONING -- DRIVE FORMAT -- UPGRADE CONSIDERATIONS -- FEATURE UPDATES -- CHAPTER 10: macOS -- INSTALLATION AND UNINSTALLATION OF APPLICATIONS -- APPLE ID AND CORPORATE RESTRICTIONS -- BEST PRACTICES -- SYSTEM PREFERENCES -- FEATURES -- DISK UTILITY -- FILEVAULT -- TERMINAL -- FORCE QUIT -- CHAPTER 11: Linux -- COMMON COMMANDS -- BEST PRACTICES -- TOOLS -- PART II: Domain 2.0: Security -- CHAPTER 12: Physical Security -- PHYSICAL SECURITY -- PHYSICAL SECURITY FOR STAFF -- CHAPTER 13: Logical Security -- LOGICAL SECURITY -- MOBILE DEVICE MANAGEMENT (MDM) -- ACTIVE DIRECTORY -- CHAPTER 14: Wireless Security -- PROTOCOLS AND ENCRYPTION -- AUTHENTICATION -- CHAPTER 15: Malware -- MALWARE -- MALWARE PREVENTION AND REMOVAL TOOLS AND METHODS -- CHAPTER 16: Social Engineering and Security Threats -- SOCIAL ENGINEERING -- THREATS -- VULNERABILITIES -- CHAPTER 17: Windows Security -- DEFENDER ANTIVIRUS -- FIREWALL -- USERS AND GROUPS -- LOGIN OS OPTIONS -- NTFS VS. …”

Tabla de Contenidos: “…CERVICAL RIPENING WITH RU 486 PRIOR TO SURGICAL ABORTION -- RU 486 FOR LABOR INDUCTION -- REFERENCES -- B7 COMMENTS ON SESSION II -- USE OF MIFEPRISTONE AND PROSTAGLANDIN FOR FIRST-TRIMESTER ABORTION -- Need for Medical Supervision -- Acceptability of Medical Versus Surgical Abortion -- Number of Visits Required -- Appropriate Dose of Mifepristone -- Side Effects -- SECOND-TRIMESTER ABORTIONS -- CONTRACEPTION -- POST-COITAL CONTRACEPTION -- CERVICAL RIPENING -- SUMMARY -- B8 USE OF ANTIPROGESTINS IN THE MANAGEMENT OF ENDOMETRIOSIS AND LEIOMYOMA -- ABSTRACT -- INTRODUCTION -- ENDOMETRIOSIS -- Antiprogestin in the Treatment of Endometriosis -- Pilot Study -- Long-Term, Low-Dose Studies -- LEIOMYOMA (FIBROID TUMOR) -- Antiprogestin in the Management of Leiomyoma- Dose-Response Studies -- 50-mg Dose -- 25- and 5-mg Doses -- Outcome -- ACKNOWLEDGMENTS -- REFERENCES -- B9 ANTIPROGESTINS AND THE TREATMENT OF BREAST CANCER -- INTRODUCTION -- PROGESTERONE AND THE NORMAL BREAST -- PROGESTERONE AND BREAST CANCER -- Progestin Agonists and Tumor Induction -- Progestin Agonists and Growth of Established Tumors -- PROGESTERONE ANTAGONISTS AND THE TREATMENT OF BREAST CANCER -- Human Breast Cancer Cell Lines -- Animal Models of Mammary Cancer -- Human Clinical Trials -- PROGESTIN RESISTANCE -- SUMMARY AND FUTURE PROSPECTS -- REFERENCES -- B10 USES OF RU 486 AS AN ANTIGLUCOCORTICOID -- HOW DO GLUCOCORTICOIDS ACT? …”

Tabla de Contenidos: “…LE LÉTHÉ - IV. EL LETEO -- V. À CELLE QUI EST TROP GAIE - V. A LA QUE ES DEMASIADO ALEGRE -- VI. …”

Tabla de Contenidos: “…La faiblesse de la volatilité correspond globalement à celle de l'incertitude perçue quant à la croissance économique future -- Graphique 1.29. …”

“…La présente publication examine les avancées récentes de l'analyse coûts-avantages (ACA) environnementale. Celle-ci correspond à l'application de l'ACA aux projets ou aux politiques qui visent explicitement à améliorer la qualité de l'environnement ou qui ont, d'une manière ou d'une autre, un effet indirect sur les milieux naturels…”

Tabla de Contenidos: “…Le Sénégal doit réformer son système fiscal, renforcer son administration fiscale et inciter les opérateurs du secteur informel à se formaliser -- Le Sénégal présente une structure fiscale comparable à celle des pays en développement, mais qui devra être modifiée pour parvenir à l'émergence -- Le système fiscal du Sénégal assure des revenus stables, mais relativement faibles -- Graphique 3.2. …”

Tabla de Contenidos: “…Taux d'imposition globaux maximums applicables aux titulaires de revenus élevés -- L'imposition du capital est élevée et celle de la consommation est faible -- Graphique 39. …”

Tabla de Contenidos: “…Balance des paiements -- En dépit d'une forte croissance de la production potentielle, l'écart entre celle-ci... -- Le chômage a conti nué à augmenter jusqu'à une date récente -- Les négociations salariales sont restées modérées mais l'inflation s'est accélérée -- Tableau 3. …”

Tabla de Contenidos: “…Analyse des exportations italiennes à parts de marché constantes -- ... masque de bons résultats sur le plan de la compé titivité autres que celle des prix -- II. Questions de politique budgétaire -- Introduction et vue d'ensemble -- Graphique 17. …”

Tabla de Contenidos: “…La croissance de l'investissement net est faible par rapport à celle de la production -- Tableau 1.3. Recommandations de réformes sélectives visant les marchés de produits dans les pays de l'OCDE et les BRIICS -- Tableau 1.4. …”

Tabla de Contenidos: “…LTE y LTE-A -- 7.5.7 Terminales móviles -- 7.5.8 Comunicaciones móviles por satélite -- 7.6 REDES HETEROGÉNEAS Y SMALL CELLS -- 7.6.1 Crecimiento del tráfico de datos -- 7.6.2 La solución de las small cells -- 7.7 SERVICIOS MARÍTIMOS -- 7.7.1 Bandas de frecuencias -- 7.7.2 Sistema mundial de socorro y seguridad marítima -- 7.7.3 COSPAS - SARSAT -- 7.8 SERVICIOS AERONÁUTICOS -- 7.8.1 Bandas de frecuencias -- 7.8.2 Estaciones aeronáuticas -- 8 REDES INALÁMBRICAS -- 8.1 RED INALÁMBRICA. …”

Tabla de Contenidos: “…Le lien entre la classe sociale des parents et celle des enfants -- 4.1.1. Définir la mobilité socioprofessionnelle -- 4.1.2. …”

Tabla de Contenidos: “…4.2.2.2 Problem response and resolution time -- 4.2.2.3 Scalability -- 4.2.2.4 Utilization -- 4.2.2.5 Latency and throughput -- 4.2.3 Data Center Resource Celling -- 4.3 Data Center Space -- 4.3.1 Five Types of Space -- 4.3.1.1 Total space (building shell) -- 4.3.1.2 Total adjacent lot size (raw lot size) -- 4.3.1.3 Whitespace (raised floor) -- 4.3.1.4 Effective usable space (rack space) -- 4.3.1.5 General space -- 4.3.2 Data Center Functional Rooms -- 4.3.2.1 Utility support functions -- 4.3.2.1.1 Mechanical rooms -- 4.3.2.1.2 Electrical rooms -- 4.3.2.1.3 Staging area -- 4.3.2.2 Computing functions -- 4.3.2.2.1 Entrance rooms -- 4.3.2.2.2 Computer rooms -- 4.3.2.2.3 Telecommunication rooms -- 4.3.2.3 Operational functions -- 4.3.2.3.1 Network operation rooms -- 4.3.2.3.2 Common area -- 4.3.2.3.3 General office space -- 4.4 How to Estimate Cost of Space -- 4.5 Summary -- 4.6 Review Questions -- 5 Data Center Power -- 5.1 Introduction -- 5.2 Fundamentals of Power -- 5.2.1 Three Basic Power Metrics -- 5.2.2 Power Factor for AC Power -- 5.3 Power Panel (Circuit Breaker) -- 5.3.1 Type of Circuit Breaker and Selection -- 5.3.2 Circuit Breaker Coordination -- 5.4 Transfer Switches and Generators -- 5.4.1 Static Transfer Switch (STS) -- 5.4.2 Automatic transfer switch (ATS) -- 5.4.3 Generator -- 5.5 Uninterruptible Power Supply (UPS) -- 5.5.1 Different Types of UPS Topologies -- 5.5.1.1 Standby or offline single UPS topology -- 5.5.1.2 Line interactive UPS topology -- 5.5.1.3 Online double conversion -- 5.5.1.4 Delta conversion topology -- 5.5.1.5 Rotary UPS topology -- 5.6 How to Select UPS Topologies -- 5.6.1 UPS Redundancy and Cost Efficiency -- 5.6.1.1 Configuration of UPS redundancy -- 5.6.1.2 Single module system (SMS) -- 5.6.1.3 1+1 redundancy or two module system -- 5.6.1.4 N+1 redundancy -- 5.6.1.5 2(N+1) redundancy…”