Tabla de Contenidos: “…-- Implementing linear regression from scratch -- Implementing linear regression with scikit-learn -- Implementing linear regression with TensorFlow -- Estimating with decision tree regression -- Transitioning from classification trees to regression trees -- Implementing decision tree regression -- Implementing a regression forest -- Evaluating regression performance -- Predicting stock prices with the three regression algorithms -- Summary -- Exercises -- Chapter 6: Predicting Stock Prices with Artificial Neural Networks -- Demystifying neural networks -- Starting with a single-layer neural network -- Layers in neural networks -- Activation functions -- Backpropagation -- Adding more layers to a neural network: DL -- Building neural networks -- Implementing neural networks from scratch -- Implementing neural networks with scikit-learn -- Implementing neural networks with TensorFlow -- Implementing neural networks with PyTorch -- Picking the right activation functions -- Preventing overfitting in neural networks -- Dropout -- Early stopping -- Predicting stock prices with neural networks -- Training a simple neural network -- Fine-tuning the neural network -- Summary -- Exercises -- Chapter 7: Mining the 20 Newsgroups Dataset with Text Analysis Techniques -- How computers understand language - NLP -- What is NLP? …”

Tabla de Contenidos: “…The Audio-for-Visual and Media Production Environment -- The Audio-for-Gaming Production Environment -- The Project Studio -- Primary Factors Governing Studio and Control Room Acoustics -- Acoustic Isolation -- Walls -- Floors -- Risers -- Ceilings -- Windows and Doors -- ISO-Rooms and ISO-Booths -- Acoustic Partitions -- Noise Isolation Within the Control Room -- Symmetry in Control-Room Design -- Frequency Balance -- Reflections -- Absorption -- High-Frequency Absorption -- Low-Frequency Absorption -- Flexible Surfaces -- The Practical Side of Acoustics -- Symmetry -- 25/25/50 -- Speaker Placement -- Room Reflections and Acoustic Reverberation -- Acoustic Echo Chambers -- Chapter 4 Microphones: Design and Application -- Microphone Design -- The Dynamic Microphone -- The Ribbon Microphone -- Further Developments in Ribbon Technology -- The Condenser Microphone -- Powering a Condenser Mic -- External Power Supply -- Phantom Power -- The Electret-Condenser Microphone -- Microphone Characteristics -- Directional Response -- Frequency Response -- Transient Response -- Output Characteristics -- Sensitivity Rating -- Equivalent Noise Rating -- Overload Characteristics -- Microphone Impedance -- Balanced/Unbalanced Lines -- Soldering, Baby! …”

Tabla de Contenidos: “…Strategic partnerships between foreign firms and SMEs in the Slovak Republic -- R&amp -- D and innovation collaboration is relatively common among Slovak SMEs, especially with buyer and supplier firms -- Technology licensing agreements with MNEs are diffused in the manufacturing sector -- Joint ventures played an important role in the Slovak transition to a market economy and might still hold potential for productivity spillovers -- 3.4. …”

Tabla de Contenidos: “…Introduction to security groups -- Network ACLs overview -- Elastic IPs and Elastic network interfaces -- Understanding Elastic IPs and their use cases -- Elastic network interfaces -- VPC peering and connectivity options -- VPC peering concepts and setup -- AWS Direct Connect and VPNs -- VPC endpoints and their user cases -- VPC design principles -- Summary -- Chapter 6: Implementing Security Best Practices in Amazon EC2 -- Introduction to Amazon EC2 security -- Shared responsibility model -- IAM -- IAM in the context of Amazon EC2 -- Creating and managing IAM roles for EC2 instances -- Understanding instance profiles and policies -- Data encryption -- Data at rest encryption for EBS volumes and snapshots -- Data in transit encryption with TLS/SSL -- Key management with AWS KMS -- Network security -- Additional network security best practices -- Operating system and application security -- Patch management and updates -- Application-level security considerations -- Introduction to Amazon GuardDuty for threat detection -- Logging with AWS CloudTrail and CloudWatch -- Auditing and analysis techniques -- Summary -- Part 2: Building a Resilient Application on Amazon EC2 -- Chapter 7: Load Balancing and Auto Scaling with Elastic Load Balancer and Auto Scaling Groups -- Introduction to ELB -- Types of load balancers -- Setting up and configuring an ELB -- ALB -- Setting up and configuring an NLB -- Creating and configuring listeners -- Setting up target groups for the NLB -- Configuring health checks for targets -- Load balancer best practices -- Cross-zone load balancing -- SSL/TLS offloading -- Monitoring and logging -- Introduction to Auto Scaling groups -- Understanding the concept and components of ASG -- Use cases and benefits -- Configuring and managing ASG -- Launch templates -- Scaling policies -- Life cycle hooks -- Integrating ELB with ASG…”

Tabla de Contenidos: “…Moller Architects ; Koge Kyst Denmark / Topotek 1 ; InfoBox BHF / Caramel architekten ZT GMBH ; Taringa Transit Oriented Design / Suters Architects ; City interventions in Prague / Sporadical architektonická kancelár ; Reykjavik city center Kvos / Argos Gullinsniđ, Studio Granada ; East Darling Harbour / Suters Architects ; Europan 10 / Eriksen Skajaa Architects ; Federal Archives Berlin (Bundesarchiv)/ 100Landschaftsarchitektur ; King George Square / Suters Architects ; Neugestaltung Marktplatz Mönchengladbach - Rheydt / Topotek 1; Croydon's Wellesley road - Park Lane / Hawkins - Brown ; Erlebnisraum Römerstrasse / Kadawittfeld architektur ; Takoma Park Sidewalk competition / Studio27 (Studio twentyseven architecture) ; Park auf der Harburger Schlossinsel / Topotek 1 ; Arco de Bicentenario / JSa - Javier Sánchez ; Enbankment of the drava River Maribor EPK 2012 / Atelier Tekuto ; University of California San Diego - East Campus Health Sciences Parking Structure / Pugh + Scarpa Architects Inc. ; Landschaftspark erftstadt (Archaelogical Landscape Park) / 1100Landschaftsarchitektur ; Tucson Gateway Competition / Linde and Space, LLC ; The urban shed competition (Butterfly wing) / Jordan Parnass Digital Architecture ; "R(H)Ein-Blicke" Im Unesco-Welterbe Oberes Mittelrheintal / 100 Landschaftsarchitektur ; Innovative design competition for the central waterfront / West8, Dutoit Allsopp Hillier, Schollen & Company, Diamond & Schmitt Architects, Arup, Halsall Associates, David Dennis Design ; Byens ø -Kultur Og Oplevelses Omrade (Cultural Harbour) / Cornelius + Vöge…”

“…The second edition features new content on Duhamel's superposition method, Green's function method for transient heat conduction, finite-difference method for steady state and transient heat conduction in cylindrical coordinates, and laminar mixed convection. …”

“…This book by Sara Arrazola explores the complex phenomena of democratization processes through the lens of human rights, focusing on the role of truth and memory in transitional justice. It examines how truth can be considered a human right essential for transitional processes, while memory serves as a social mechanism to voice the experiences of victims. …”

Acceso a copia digital - Universidad Complutense (Madrid)

“…The basin is witnessing intensifying dynamics of resource extraction, alongside large dam construction, conservation and development intervention, that is unfolding within a complex terrain of local, national and transnational governance. With a focus on the contested politics of water and associated resources in the Salween basin, this book offers a collection of empirical case studies that highlights local knowledge and perspectives. …”

“…A high proportion of NEETs is an indicator of a difficult transition between school and work. Higher educational attainment eases the transition into employment. …”

Tabla de Contenidos: “…PROPIEDADES -- 3.7 ASÍNTOTAS AL GRÁFICO DE UNA FUNCIÓN: VERTICALES, HORIZONTALES Y OBLICUAS -- 3.8 LÍMITES DE FUNCIONES TRIGONOMÉTRICAS -- 3.9 LÍMITES EXPONENCIALES Y LOGARÍTMICOS -- 3.10 CONTINUIDAD DE UNA FUNCIÓN EN UN NÚMERO -- 3.11 CONTINUIDAD DE UNA FUNCIÓN EN UN INTERVALO -- 3.12 TEOREMAS SOBRE CONTINUIDAD -- RESUMEN DE LA UNIDAD III -- ACTIVIDADES DE LA UNIDAD III -- AUTOEVALUACIÓN DE LA UNIDAD III -- BIBLIOGRAFIA DE LA UNIDAD III -- UNIDAD IV - DERIVADAS Y APLICACIONES -- ORIENTACIONES DE LA UNIDAD IV -- COMPETENCIAS DE LA UNIDAD IV -- ESQUEMA DE CONTENIDO DE LA UNIDAD IV -- 4.1 LA RECTA TANGENTE A UNA CURVA -- 4.2 DERIVADA DE UNA FUNCIÓN EN UN NÚMERO -- 4.3 DERIVADAS UNILATERALES -- 4.4 DERIVABILIDAD Y CONTINUIDAD -- 4.5 FUNCIÓN DERIVADA -- 4.6 REGLAS BÁSICAS DE DERIVACIÓN -- 4.7 DERIVADA DE FUNCIONES COMPUESTAS -- 4.8 DERIVADAS DE LAS FUNCIONES TRIGONOMÉTRICAS INVERSAS -- 4.9 DERIVADAS DE ORDEN SUPERIOR -- 4.10 DERIVACIÓN IMPLÍCITA Y LOGARÍTMICA -- 4.11 APLICACIONES DE LA DERIVADA -- 4.11.1 VALORES EXTREMOS -- 4.11.2 TEOREMA DEL VALOR MEDIO PARA DERIVADAS -- 4.11.3 INTERVALOS DE CRECIMIENTO Y DECRECIMIENTO DE UNA FUNCIÓN -- 4.11.4 CONCAVIDAD Y PUNTO DE INFLEXIÓN…”

Tabla de Contenidos: “…MAGGIORE AQUIFER AND RIARDO PLAIN HYDROGEOLOGICAL SYSTEM -- IDENTIFICATION AND CHARACTERIZATION OF THE KARST AREAS OF THE FRIULI VENEZIA GIULIA REGION (NE ITALY)CONTAMINATED SITES -- MODELLING CONTAMINANT TRANSPORT IN GEOLOGICAL MEDIA: CHALLENGES AND PERSPECTIVES -- METHODOLOGICAL APPROACH FOR THE ASSESSMENT OF GROUNDWATER CONTAMINATION BY TRANSITION METALS LEACHED THROUGH WASTE ROCK DUMPS: THE C.NA PECORARA MUCK DUMP SITE CASE STUDY (HV/HC TERZO VALICO" PROJECT) -- ASSESSMENT OF SOIL BUFFER CAPACITY ON NUTRIENTS AND EMERGING CONTAMINANTS AT TWO BLUE INFRASTRUCTURES FOR THE PROVISION OF WATER-RELATED AGROECOSYSTEM SERVICES -- ANAEROBIC AND AEROBIC BIOREMEDIATION OF CHLORINATED SOLVENTS AND HYDROCARBONS PLUMES FROM AN OLD LANDFILL IN THE VENICE LAGOON ENVIRONMENT -- IN SITU CONTAINMENT OF PFAS IN GROUNDWATER USING COLLOIDAL ACTIVATED CARBON -- TRA-KD: AN IMPROVED TOOL FOR PARTICLE TRACKING SIMULATION BASED ON THE KOLMOGOROV-DMITRIEV THEORY -- THE "POLLUTER PAYS PRINCIPLE: A MULTIDISCIPLINARY APPROACH UNDER LEGAL AND TECHNICAL PERSPECTIVES -- A METHODOLOGICAL APPROACH FOR THE IDENTIFICATION OF SULPHATE SOURCES IN THE PORTOSCUSO AREA (SOUTH- WESTERN SARDINIA) -- GROUNDWATER REMEDIATION TECHNOLOGIES ON PETROLEUM HYDROCARBONS CONTAMINATED SITES IN ITALY: A MULTI-DISCIPLINARY STATISTICAL ANALYSIS -- CHEMICAL REAGENTS APPLICATIONS AS INNOVATIVE REMEDIATION TECHNOLOGIES FOR PETROLEUM HYDROCARBON IMPACTED GROUNDWATER IN ITALY -- A THREE-DIMENSIONAL MULTICOMPONENT REACTIVE TRANSPORT MODEL TO ASSESS THE ROLE OF SUBSURFACE HETEROGENEITY ON ARSENIC MOBILITY IN THE SHALLOW AQUIFER OF THE VENETIAN ALLUVIAL PLAIN -- MULTIPHASE FLOW AND SOLUTE TRANSPORT MODELLING OF A HYPOTHETICAL METHANE LEAKAGE INTO A SHALLOW AQUIFER -- THE LANDFILL LEACHATE IMPACT ON GROUNDWATER HYDROGEOCHEMISTRY IN FINE DEPOSITS: A MULTIDISCIPLINARY STUDY -- EVALUATION OF THE PERFORMANCE OF A HYDRAULIC BARRIER BY A MONTE CARLO METHOD -- 3D CASE-STUDIES OF VOC CONTAMINATED SITES IN THE CITY OF THE HAGUE, THE NETHERLANDS -- EVALUATION OF THE LARGE-SCALE PERMEABILITY OF THE SUBSTRATE OF A PHYSICALLY CONTAINED AREA AND DEVELOPMENT OF A SYSTEM FOR THE DYNAMIC MANAGEMENT OF HYDRAULIC GRADIENTS TO NEUTRALIZE CONTAMINANT DIFFUSIVE FLUX -- FULL-SCALE APPLICATION OF EHC® LIQUID TECHNOLOGY FOR THE ISCR AND ERD TREATMENT OF AN AQUEER CONTAMINATED WITH TETRACHLOROMETHANE AND CHLOROFORM -- TESTING PHYTOSCREENING IN A SHALLOW AQUIFER CONTAMINATED BY CHLORINATED ETHENES -- HYDROGEOLOGICAL DATA FROM CONTAMINATED SITES…”

Tabla de Contenidos: “…- And why we should ask where one should experience or learn that, and how to teach it, Günter Ziegler, Andreas Loos -- International Comparative Studies in Mathematics: Lessons and Future Directions For Improving Students’ Learning, Jinfa Cai, Ida Mok, Vijay Reddy, Kaye Stacey -- Transitions in Mathematics Education, Ghislaine Gueudet, Marianna Bosch, Andrea A. diSessa, Oh Nam Kwon, Lieven Verschaffel -- Part 2: Awardees' lectures -- ICMI Awards Ceremony, Carolyn Kieran, Jeremy Kilpatrick -- Mathematics Discourse in Instruction (MDI): A discursive resource as boundary object across practices, Jill Adler -- The challenging relationship between fundamental research and action in mathematics education, Michèle Artigue -- Elementary mathematicians from advanced standpoints - a cultural perspective on mathematics education, Alan Bishop -- Design and Development for Large-Scale Improvement, Hugh Burkhardt, Malcolm Swan -- Making Sense of Mathematics Achievement in East Asia: Does culture really matter? …”

Tabla de Contenidos: “…-- 3.2.3.2 Implementation of a Currency Board -- 3.2.4 Duration and Termination of a Currency Board -- 3.2.4.1 Currency Board: Permanent or Transitional Arrangement? -- 3.2.4.2 Exit Options -- Built-in Escape Clauses -- Depreciation -- Appreciation -- Switch to a Floating Exchange Rate -- Switch in the Peg -- 3.2.5 Dual Currency Boards: An Extended Proposal for Currency Stability -- 4 THE ARGENTINE CURRENCY BOARD ARRANGEMENT -- 4.1 FEATURES AND IMPLEMENTATION OF THE ARGENTINE CBA -- 4.1.1 The Legal Fixing…”

Tabla de Contenidos: “…Specific Energy and Production in Sand. -- 6.12.2. The Transition Cavitating/Non-Cavitating. -- 6.12.3. Conclusions Specific Energy -- 6.12.4. …”

Tabla de Contenidos: “…HTTPS-Based Web Service Interfaces to/from SAP PI/PO -- Internal and Full External Access -- Example Landscape Setup -- Active Directory -- AWS Managed Microsoft Active Directory Service -- Self-Managed ADDS Deployment in the AWS Cloud -- Extend the Existing On-Premises ADDS to AWS -- AWS Managed Microsoft Active Directory Service -- Implementation Considerations for AWS Managed Microsoft Active Directory As Central ADDS -- Implementation Considerations for AWS Managed AD with SAP S/4HANA DR Consideration -- How to Create an AWS Managed Microsoft Active Directory -- DNS Name Resolution with Route 53 Resolver -- Set up an Integrated DNS View for Amazon VPCs and On-Premise Networks -- Working Solution for Scenario: Query from On-Premise to AWS Route 53 -- Working Solution for Scenario: Query from AWS Resource for On-Premise DNS -- Monitoring AWS Managed ADDS -- Dynamic Host Configuration Protocol (DHCP) -- Working with DHCP Options Sets -- Create DHCP Options Set -- Edit DHCP Options Set -- Summary -- Chapter 5: SAP S/4HANA on AWS Elastic Compute Cloud - Deployment -- Exemplary Architecture -- Deployment Scenarios -- Single-AZ and Single-Node Architecture -- Single-AZ and Multinode Architecture -- Multi-AZ, Single-Node SAP S/4 High Availability Architecture -- Option A: Overlay IP Using AWS Transit Gateway -- Option B: Overlay IP Routing with Network Load Balancer -- SAP HA Cluster Setup -- SAP NetWeaver/HANA High Availability Setup on RHEL and SUSE -- SAP NetWeaver Availability Setup on Windows Platform -- Windows Server Failover Clustering (WSFC) Using Amazon FSx File Share Solution -- Windows Server Failover Clustering (WSFC) Using SIOS Protection Suite on AWS -- Compute -- Available EC2 Instance Family -- EC2 Instance Licenses -- SAP S/4 Certified EC2 Instance Types -- EC2 Provisioning -- Manual Deployment with AWS Console…”

Tabla de Contenidos: “…APPLICATION Venezuelan Price Ceilings and Shortages -- Price Floor -- 2.8 When to Use the Supply-and-Demand Model -- CHALLENGE SOLUTION Quantities and Prices of Genetically Modified Foods -- Summary -- Exercises -- Chapter 3 A Consumer's Constrained Choice -- CHALLENGE Why Americans Buy E-Books and Germans Do Not -- 3.1 Preferences -- Properties of Consumer Preferences -- APPLICATION You Can't Have Too Much Money -- Preference Maps -- Indifference Curves -- Solved Problem 3.1 -- 3.2 Utility -- Utility Function -- Willingness to Substitute Between Goods -- Solved Problem 3.2 -- APPLICATION MRS Between Recorded Tracks and Live Music -- Curvature of Indifference Curves -- Solved Problem 3.3 -- APPLICATION Indifference Curves Between Food and Clothing -- 3.3 Budget Constraint -- 3.4 Constrained Consumer Choice -- Finding an Interior Solution Using Graphs -- Solved Problem 3.4 -- Finding an Interior Solution Using Calculus -- Solved Problem 3.5 -- Solved Problem 3.6 -- Solved Problem 3.7 -- APPLICATION Utility Maximization for Recorded Tracks and Live Music -- Finding Corner Solutions -- Minimizing Expenditure -- Solved Problem 3.8 -- 3.5 Behavioral Economics -- Tests of Transitivity -- Endowment Effect -- APPLICATION Opt In Versus Opt Out -- Salience -- CHALLENGE SOLUTION Why Americans Buy E-Books and Germans Do Not -- Summary -- Exercises -- Chapter 4 Demand -- CHALLENGE Paying Employees to Relocate -- 4.1 Deriving Demand Curves -- System of Demand Functions -- Graphical Interpretation -- APPLICATION Smoking Versus Eating and Phoning -- 4.2 Effects of an Increase in Income -- How Income Changes Shift Demand Curves -- Solved Problem 4.1 -- Consumer Theory and Income Elasticities -- Solved Problem 4.2 -- APPLICATION Fast-Food Engel Curve -- Solved Problem 4.3 -- 4.3 Effects of a Price Increase -- Income and Substitution Effects with a Normal Good…”

Tabla de Contenidos: “…Zusammenfassung -- Kapitel 20: Lokale Erkenntnisse in globale Verbesserungen verwandeln -- Mit Chatrooms und Chat Bots firmenweites Wissen automatisieren und einfangen -- Standardisierte Prozesse zur Wiederverwendung in Software automatisieren -- Ein einzelnes, gemeinsam genutztes Quellcode-Repository für die gesamte Firma nutzen -- Wissen durch automatisierte Tests als Dokumentation und Community of Practice verbreiten -- Durch kodifizierte nicht funktionale Anforderungen für Operations designen -- Wiederverwendbare Operations User Stories in die Entwicklung integrieren -- Sicherstellen, dass technologische Entscheidungen dabei helfen, die Firmenziele zu erreichen -- Zusammenfassung -- Kapitel 21: Zeit für das firmenweite Lernen und für Verbesserungen reservieren -- Rituale institutionalisieren, um technische Schulden zu bezahlen -- Lehren und Lernen für jeden ermöglichen -- Teilen Sie Ihre auf DevOps-Konferenzen Ihre Erfahrungen -- Internes Consulting und Coaches zum Verbreiten von Praktiken aufbauen -- Zusammenfassung -- Zusammenfassung Teil V -- Teil VI: Die technischen Praktiken zum Integrieren von Information Security, Änderungsmanagement und Compliance -- Kapitel 22: Information Security als Aufgabe für jeden Mitarbeiter an jedem Tag -- Infosec in die Präsentationen der Entwicklungsiterationen einbinden -- Infosec in das Fehler-Tracking und in Post-Mortem- Analysen einbinden -- Präventive Sicherheitsmaßnahmen in die gemeinsam genutzten Quellcode-Repositories und Services integrieren -- Infosec in unsere Deployment-Pipeline einbinden -- Für die Sicherheit der Anwendung sorgen -- Die Sicherheit unserer Software-Lieferkette sicherstellen -- Die Sicherheit der Umgebung gewährleisten -- Infosec in die Produktiv-Telemetriedaten integrieren -- Sicherheits-Telemetriedaten in unseren Anwendungen erstellen…”

Tabla de Contenidos: “…-- Playing Digital Audio Files -- Finding songs in your Music library -- Removing old music from the library -- Keeping Slim Whitman and Slim Shady Apart: Organizing with Playlists -- Know Your Songs -- Setting the song information automatically -- Setting or changing the song information manually -- Ripping Audio Files -- Tweaking the Audio for Your Ears -- A New Kind of Radio Station -- Tuning in your own stations -- Radio stations in your playlists -- Creating a custom Music Radio station -- iSending iStuff to iPhone and iPad -- Burning Music to Shiny Plastic Circles -- Feasting on Music Visuals -- Exercising Parental Authority -- Watching Video with TV -- Buying Digital Media the Apple Way -- Chapter 13 Focusing on Photos -- Delving into Photos -- Working with Images in Photos -- Import images 101 -- Organize mode: Organizing and sorting your images -- Edit mode: Removing and fixing stuff the right way -- Exploring iCloud Photos -- Putting My Photo Stream and iCloud Photo Sharing to Work -- Chapter 14 Making Film History with iMovie -- Shaking Hands with the iMovie Window -- A Bird's-Eye View of Moviemaking -- Importing the Building Blocks -- Pulling in video clips -- Making use of still images -- Importing and adding audio from all sorts of places -- Building the Cinematic Basics -- Adding clips to your movie -- Marking clips -- Removing clips from your movie -- Reordering clips in your movie -- Editing clips in iMovie -- Transitions for the masses -- Even Gone with the Wind had titles -- Adding maps and backgrounds -- Creating an Honest-to-Goodness Movie Trailer…”