Tabla de Contenidos: “…11.9.1 Set heap size and nursery size for efficient garbage collection -- 11.9.2 Set AIX threading parameters -- 11.9.3 Use HotSpot server instead of client -- 11.9.4 Setting thread stack size if using many threads -- 11.9.5 Reduce or increase heap size if out-of-memory errors occur -- 11.10 Large objects -- 11.10.1 Factors affecting large object size processing -- 11.10.2 Mitigating large object issues -- 11.11 Tuning other WebSphere BI runtime components -- Appendix A. …”

Tabla de Contenidos: “…Park oChapter 73: Attention-Deficit Hyperactivity Disorder: He Is So Energized, He Keeps Going and Going and Level I oChapter 74: Bulimia Nervosa: Self-Conscious Socialite Level I oChapter 75: Alcohol Withdrawal: Cold Turkey Can Land You in Hot Water Level I oChapter 76: Nicotine Dependence: What Is That Smell? …”

Tabla de Contenidos: “…Part II-monosymmetric (R) and double symmetric built-up box cross-sections -- Comparison of two different innovative solutions for IPE beam to CHS column connections -- Performances of moment resisting frames with slender steel and composite sections in low and moderate seismic areas -- Laser technology for innovative connections in steel construction: An overview of the project LASTEICON -- Analytical assessment of CFS wall-panels sheathed with MgO board -- Direct Strength Method (DSM) design of simply supported short-to-intermediate hot-rolled steel equal-leg angle columns -- Stability of ring stiffened steel liners under external pressure-comparison of the existing design concept with 3D-FEM analysis -- Numerical investigation of steel built-up columns composed of track and channel cold-formed sections…”

Tabla de Contenidos: “…-- The Prometheus Operator -- Installing Prometheus with kube-prometheus -- Monitoring your cluster with Prometheus -- Summary -- Chapter 4: High Availability and Reliability -- High-availability concepts -- Redundancy -- Hot swapping -- Leader election -- Smart load balancing -- Idempotency -- Self-healing -- High-availability best practices -- Creating highly available clusters -- Making your nodes reliable -- Protecting your cluster state…”

Tabla de Contenidos: “…Using an LSTM for time series prediction -- Data preparation -- Loading the dataset -- Slicing train and test by date -- Differencing a time series -- Scaling a time series -- Creating a lagged training set -- Input shape -- Data preparation glue -- Network output -- Network architecture -- Stateful versus stateless LSTMs -- Training -- Measuring performance -- Summary -- Chapter 10: Training LSTMs with Word Embeddings from Scratch -- An introduction to natural language processing -- Semantic analysis -- Document classification -- Vectorizing text -- NLP terminology -- Bag of Word models -- Stemming, lemmatization, and stopwords -- Count and TF-IDF vectorization -- Word embedding -- A quick example -- Learning word embeddings with prediction -- Learning word embeddings with counting -- Getting from words to documents -- Keras embedding layer -- 1D CNNs for natural language processing -- Case studies for document classifications -- Sentiment analysis with Keras embedding layers and LSTMs -- Preparing the data -- Input and embedding layer architecture -- LSTM layer -- Output layer -- Putting it all together -- Training the network -- Performance -- Document classification with and without GloVe -- Preparing the data -- Loading pretrained word vectors -- Input and embedding layer architecture -- Without GloVe vectors -- With GloVe vectors -- Convolution layers -- Output layer -- Putting it all together -- Training -- Performance -- Summary -- Chapter 11: Training Seq2Seq Models -- Sequence-to-sequence models -- Sequence-to-sequence model applications -- Sequence-to-sequence model architecture -- Encoders and decoders -- Characters versus words -- Teacher forcing -- Attention -- Translation metrics -- Machine translation -- Understanding the data -- Loading data -- One hot encoding -- Training network architecture -- Network architecture (for inference)…”

Tabla de Contenidos: “…-- Performance properties -- Performance testing - best practices -- Knowing your code and hot spots -- Profilers -- Instrumentation profilers -- Sampling profilers -- Summary -- Chapter 4: Data Structures -- Properties of computer memory -- STL containers -- Sequence containers -- Vector and array -- Deque -- List and forward_list -- The basic_string -- Associative containers -- Ordered sets and maps -- Unordered sets and maps -- Hash and equals -- Hash policy -- Container adaptors -- Priority queues -- Parallel arrays -- Summary -- Chapter 5: A Deeper Look at Iterators -- The iterator concept -- Iterator categories -- Pointer-mimicking syntax -- Iterators as generators -- Iterator traits -- Implementing a function using iterator categories…”

Tabla de Contenidos: “…Integrate with AngularJS -- AngularJS concepts -- Controllers -- Services -- Creating the application entry point -- Creating the Category Controller -- Creating the Category Service -- Summary -- Chapter 3: Persistence with Spring Data and Reactive Fashion -- Learning the basics of Docker -- Preparing MongoDB -- Preparing a PostgreSQL database -- Spring Data project -- Spring Data JPA -- Configuring pom.xml for Spring Data JPA -- Configuring the Postgres connections -- Mapping the models -- Adding the JPA repositories in the CMS application -- Configuring transactions -- Installing and configuring pgAdmin3 -- Checking the data on the database structure -- Creating the final data access layer -- Spring Data MongoDB -- Removing the PostgreSQL and Spring Data JPA dependencies -- Mapping the domain model -- Configuring the database connection -- Adding the repository layer -- Checking the persistence -- Creating the Docker image for CMS -- Configuring the docker-maven-plugin -- Adding the plugin on pom.xml -- Pushing the image to Docker Hub -- Configuring the Docker Spring profile -- Running the Dockerized CMS -- Putting in Reactive fashion -- Reactive Spring -- Project Reactor -- Components -- Hot and cold -- Reactive types -- Let's play with the Reactor -- Spring WebFlux -- Event-loop model -- Spring Data for Reactive Extensions -- Spring Data Reactive -- Reactive repositories in practice -- Creating the first Reactive repository -- Fixing the service layer -- Changing the CategoryService -- Changing the REST layer -- Adding the Spring WebFlux dependency -- Changing the CategoryResource -- Summary -- Chapter 4: Kotlin Basics and Spring Data Redis -- Learning Kotlin basics -- Main characteristics of Kotlin -- Syntax -- Semantics -- Declaring functions in Kotlin -- Simple function with parameters and return type -- Simple function without return…”

Tabla de Contenidos: “…Finding Package Files -- Inspecting Package Files -- Installing Package Files -- Removing Package Files -- Using Flatpak Containers -- The Bottom Line -- Chapter 6 Working with the Shell -- Exploring the Shell -- The Shell Prompt -- The Shell Manual -- Working with Commands -- Entering Commands -- Retrieving Past Commands -- Redirecting Commands -- Environment Variables -- Global Environment Variables -- User-Defined Environment Variables -- The Bottom Line -- Chapter 7 Exploring Linux File Management -- Filesystem Navigation -- The Linux Filesystem -- Traversing Directories -- Linux Files -- Determining File Types -- Filenames -- Hidden Files -- File Inodes -- File and Directory Listing -- Basic Listing -- Modifying Listing Information -- The Complete Parameter List -- Directory Handling -- Creating Directories -- Deleting Directories -- File Handling -- Creating Files -- Copying Files -- Linking Files -- Renaming Files -- Deleting Files -- File Features -- Using Wildcards -- Quoting -- Case Sensitivity -- Finding Files -- The which Command -- The locate Command -- The whereis Command -- The find Command -- Archiving Files -- Compressing Files -- Creating Archive Files -- Archiving Scenarios -- The Bottom Line -- Chapter 8 Working with Text Files -- The vim Editor -- Checking Your vim Editor Program -- Using the vim Editor -- The nano Editor -- Working with Data Files -- Sorting -- Searching -- Compressing -- Archiving -- The Bottom Line -- Part 2 Intermediate Admin Functions -- Chapter 9 Managing Hardware -- Device Driver Modules -- Listing Installed Modules -- Installing New Modules -- Removing Modules -- Communicating with Devices -- Device Interfaces -- The /dev Directory -- The /proc Directory -- The /sys Directory -- Working with Devices -- Finding Devices -- Working with PCI Cards -- Working with USB Devices -- Using Hot Pluggable Devices…”

Tabla de Contenidos: “…-- After the Engagement Session -- Postsession Dynamics -- Hot Wash Critique -- Changing the Artifact or the Script -- Changing the Artifact -- Changing the Script -- The Cold Wash -- But Really, When is Enough Enough? …”

Tabla de Contenidos: “…Chapter 3: A Tour of Machine Learning Classifiers Using scikit-learn -- Choosing a classification algorithm -- First steps with scikit-learn - training a perceptron -- Modeling class probabilities via logistic regression -- Logistic regression intuition and conditional probabilities -- Learning the weights of the logistic cost function -- Converting an Adaline implementation into an algorithm for logistic regression -- Training a logistic regression model with scikit-learn -- Tackling overfitting via regularization -- Maximum margin classification with support vector machines -- Maximum margin intuition -- Dealing with a nonlinearly separable case using slack variables -- Alternative implementations in scikit-learn -- Solving nonlinear problems using a kernel SVM -- Kernel methods for linearly inseparable data -- Using the kernel trick to find separating hyperplanes in high-dimensional space -- Decision tree learning -- Maximizing information gain - getting the most bang for your buck -- Building a decision tree -- Combining multiple decision trees via random forests -- K-nearest neighbors - a lazy learning algorithm -- Summary -- Chapter 4: Building Good Training Sets - Data Preprocessing -- Dealing with missing data -- Identifying missing values in tabular data -- Eliminating samples or features with missing values -- Imputing missing values -- Understanding the scikit-learn estimator API -- Handling categorical data -- Nominal and ordinal features -- Creating an example dataset -- Mapping ordinal features -- Encoding class labels -- Performing one-hot encoding on nominal features -- Partitioning a dataset into separate training and test sets -- Bringing features onto the same scale -- Selecting meaningful features -- L1 and L2 regularization as penalties against model complexity -- A geometric interpretation of L2 regularization…”

Tabla de Contenidos: “…Chapter 5: Resources, Activities, and Conditional Access -- Mapping your approach -- Identifying course goals and learning objectives -- Settings that are common to all resources and activities -- Adding a resource or activity -- Entering the name and description -- Showing and hiding a resource or an activity -- Setting the availability of a resource or an activity -- Using the visibility setting to show or hide a resource -- Using the ID number to include a resource in the grade book -- Restricting access -- Summary of the process to use completion conditions -- Creating the activities and resources that need to be completed -- Creating the activity completion settings -- Creating the activities or resources that will be restricted -- Setting the competency conditions -- Allowing students to see the activity or resource before they can access it -- Rearrange/move items on the course home page -- Summary -- Chapter 6: Adding Resources -- Tying resources to course outcomes -- Adding different kinds of resources -- Adding URLs -- Display options - Embed, Open, and In pop-up -- Embed -- Open -- In pop-up -- Adding pages -- Adding a page to your course -- Adding images -- Inserting an image file -- Inserting a hot-linked picture into a Moodle page -- Pasting text -- Stripping out the formatting - Pasting plain text -- Pasting text from Microsoft Word -- Composing in an HTML editor and uploading to Moodle -- Learn more about HTML -- Adding files for your students to download -- When a student selects a file from the course -- File repositories -- Types of repositories -- Using file-sharing services to collaborate -- Using repositories to overcome Moodle's limit on file sizes -- Enabling the filesystem repository -- Creating the directory for the filesystem repository -- Uploading files to the filesystem repository…”

Tabla de Contenidos: “…Communicating sequential processes -- PyCSP -- Processes in PyCSP -- Output -- Summary -- Chapter 9: Event-Driven Programming -- Event-driven programming -- The event loop -- Asyncio -- Getting started -- Event loops -- The run_forever() method -- The run_until_complete() method -- The stop() method -- The is_closed() method -- The close() function -- Tasks -- Example -- The all_tasks(loop=None) method -- The current_tasks() function -- The cancel() function -- Task functions -- The as_completed(fs, *, loop= -- The ensure_future(coro_or_future, *, loop= -- The wrap_future(future, *, loop= -- The gather(*coroes_or_futures, loop= -- The wait() function -- Futures -- Example -- Output -- Coroutines -- Chaining coroutines -- Output -- Transports -- Protocols -- Synchronization between coroutines -- Locks -- Queues -- Events and conditions -- Semaphores and BoundedSemaphores -- Sub-processes -- Debugging asyncio programs -- Debug mode -- Twisted -- A simple web server example -- Gevent -- Event loops -- Greenlets -- Simple example-hostnames -- Output -- Monkey patching -- Summary -- Chapter 10: Reactive Programming -- Basic reactive programming -- Maintaining purity -- ReactiveX, or RX -- Installing RxPY -- Observables -- Creating observers -- Example -- Example 2 -- Breaking it down -- Output -- Lambda functions -- Example -- Breaking it down -- On_next, on_completed, and on_error in lambda form -- Output -- Operators and chaining -- Filter example -- Breaking it down -- Chained operators -- The different operators -- Creating observables -- Transforming observables -- Filtering observables -- Error-handling observables -- Hot and cold observables -- Emitting events -- Example -- Breaking it down -- Output -- Multicasting -- Example -- Output -- Combining observables -- Zip() example -- Output -- The merge_all() operator -- Output -- Concurrency…”

Tabla de Contenidos: “…-- Importing data -- Importing data into pandas from Python data structures -- Importing data into pandas from a flat file -- Importing data into pandas from a database -- Common operations on DataFrames -- Adding columns -- Adding blank or user-initialized columns -- Adding new columns by transforming existing columns -- Dropping columns -- Applying functions to multiple columns -- Combining DataFrames -- Converting DataFrame columns to lists -- Getting and setting DataFrame values -- Getting/setting values using label-based indexing with loc -- Getting/setting values using integer-based labeling with iloc -- Getting/setting multiple contiguous values using slicing -- Fast getting/setting of scalar values using at and iat -- Other operations -- Filtering rows using Boolean indexing -- Sorting rows -- SQL-like operations -- Getting aggregate row COUNTs -- Joining DataFrames -- Introduction to scikit-learn -- Sample data -- Data preprocessing -- One-hot encoding of categorical variables -- Scaling and centering -- Binarization -- Imputation -- Feature-selection -- Machine learning algorithms -- Generalized linear models -- Ensemble methods -- Additional machine learning algorithms…”

Tabla de Contenidos: “…Preliminaries and Motivations -- 3.1.1. Congestion -- 3.1.2. Hot Spot -- 3.2. RRM Algorithm -- 3.2.1. System Configuration -- 3.2.2. …”

Tabla de Contenidos: “…-- How to Pass the CompTIA A+ Exams -- Historical/Conceptual -- Chapter Review -- Questions -- Answers -- Chapter 2 Operational Procedures -- 801 -- The Professional Tech -- Appearance -- The Traits of a Tech -- Communication -- Assertive Communication -- Respectful Communication -- Eliciting Answers -- Expectations and Follow-up -- Safety and Tools -- Electrostatic Discharge (ESD) -- Anti-static Tools -- Electromagnetic Interference (EMI) -- Radio Frequency Interference (RFI) -- Physical Safety -- Tools of the Trade -- Chapter Review -- Questions -- Answers -- Chapter 3 The Visible PC -- Historical/Conceptual -- How the PC Works -- Input -- Processing -- Output -- Storage -- The Art of the PC Technician -- 801 -- The Complete PC -- External Connections -- Devices and Their Connectors -- Inside the System Unit -- Case -- CPU -- RAM -- Motherboard -- Power Supply -- Floppy Drive -- Hard Drive -- Optical Drives -- Know Your Parts -- Chapter Review -- Questions -- Answers -- Chapter 4 Visible Windows -- Historical/Conceptual -- A Brief History of Microsoft Windows -- Early Windows -- Modern Windows -- 802 -- Windows XP -- Windows Vista -- Windows 7 -- Enter 64-bit Windows -- The Windows Interface -- User Interface -- Hot Keys -- Operating System Folders -- System Folder -- Program and Personal Document Folders…”

Tabla de Contenidos: “…Backup and recovery -- 5.1 Overview of backup and recovery -- 5.1.1 Back up from a server-centric perspective -- 5.2 Planning a backup strategy -- 5.2.1 Staged backup -- 5.2.2 Backup and recovery tips -- 5.2.3 Automating backup and recovery -- 5.2.4 Backup technique positioning and recommendations -- 5.2.5 Recommended backup schedule -- 5.2.6 Hot spare -- 5.3 OS/400-centric backup -- 5.3.1 Storage space backup overview -- 5.3.2 Storage space backup tips -- 5.3.3 Components of the Linux integration environment -- 5.3.4 Using BRMS to back up an integrated Linux server -- 5.3.5 OS/400-centric backup methods -- 5.3.6 OS/400-centric backup using the Save menu -- 5.3.7 OS/400-centric backup using CL commands -- 5.3.8 OS/400-centric backup using CL programs -- 5.4 OS/400-centric recovery -- 5.4.1 Integrated hardware considerations -- 5.4.2 OS/400-centric recovery roadmap -- 5.4.3 OS/400-centric recovery methods…”

Tabla de Contenidos: “…QA Procedures -- The Role of Calibration Gases -- INTERNATIONAL RULES -- Canada -- Europe -- Asia -- Latin America* -- Developing a National Continuous Emission Monitoring Program -- ENFORCEMENT POLICIES AND CEM SYSTEMS -- Compliance Indicating Systems - Using CEM Systems for Reporting Excess Emissions -- Enforcement Levels -- Level 2 -- Compliance Monitoring Systems - Using CEM Systems for Direct Compliance -- Compliance Assurance Monitoring and the Credible Evidence Rule -- Periodic Monitoring -- Epilogue -- REFERENCES -- BIBLIOGRAPHY -- CHAPTER 3 EXTRACTIVE SYSTEM DESIGN -- SOURCE-LEVEL EXTRACTIVE SYSTEMS -- Hot/Wet Systems -- Cool/Dry Systems with Conditioning -- Sample Probes -- Umbilical Line -- Calibration Gas System and Cylinder Gas Pressure Regulators -- Moisture Removal Methods -- Sample Pumps -- Fine Filters -- Assembling a Cool/Dry Extractive System -- CLOSE-COUPLED SYSTEMS -- DILUTION EXTRACTIVE SYSTEMS -- Dilution Probes -- Dilution Air Cleanup Systems -- External Dilution Systems (Probes)…”

Tabla de Contenidos: “…-- Snapshot events -- Implementing complex event processing (CEP) logic -- Decision tables -- Missing events -- Leveraging machine learning (ML) for control flow -- Models -- Predictions -- Summary -- Chapter 9: Running in Multiple Regions -- Justifying multi-regional deployment -- Regional disruptions -- Nominal cost -- Higher user satisfaction -- Choosing a regional topology -- Primary/hot-secondary -- Active/active -- Balanced users -- Balanced data processing -- Preparing for regional failover -- Offline-first -- Protracted eventual consistency -- Checking regional health -- Traditional health checks -- Regional health checks -- Metrics -- Regional health check service -- Configuring regional routing -- Content Delivery Network (CDN) -- API Gateway -- Regional endpoints -- Global endpoints -- CDN plus API Gateway -- Global bus -- Replicating across regions -- Change event vs domain event replication -- Multi-master replication -- Round-robin replication -- Dissecting regional failover -- Query failover -- Command failover -- Trigger failure points -- Listener failure points -- Addressing intersystem differences -- External global endpoints -- Legacy regional endpoints…”

Tabla de Contenidos: “…Chapter 5: Thermochemistry -- 5.1 The Nature of Chemical Energy -- 5.2 The First Law of Thermodynamics -- System and Surroundings -- Internal Energy -- Relating ΔE to Heat and Work -- Endothermic and Exothermic Processes -- State Functions -- 5.3 Enthalpy -- Pressure-Volume Work -- Enthalpy Change -- 5.4 Enthalpies of Reaction -- 5.5 Calorimetry -- Heat Capacity and Specific Heat -- Constant-Pressure Calorimetry -- Bomb Calorimetry (Constant-Volume Calorimetry) -- 5.6 Hess's Law -- 5.7 Enthalpies of Formation -- Using Enthalpies of Formation to Calculate Enthalpies of Reaction -- 5.8 Bond Enthalpies -- Bond Enthalpies and the Enthalpies of Reactions -- 5.9 Foods and Fuels -- Foods -- Fuels -- Other Energy Sources -- Chapter Summary and Key Terms -- Learning Outcomes -- Key Equations -- Exercises -- Additional Exercises -- Integrative Exercises -- Design an Experiment -- A Closer Look Energy, Enthalpy, and P-V Work -- A Closer Look Using Enthalpy as a Guide -- Chemistry and Life The Regulation of Body Temperature -- Chemistry Put to Work The Scientific and Political Challenges of Biofuels -- Chapter 6: Electronic Structure of Atoms -- 6.1 The Wave Nature of Light -- 6.2 Quantized Energy and Photons -- Hot Objects and the Quantization of Energy -- The Photoelectric Effect and Photons -- 6.3 Line Spectra and the Bohr Model -- Line Spectra -- Bohr's Model -- The Energy States of the Hydrogen Atom -- Limitations of the Bohr Model -- 6.4 The Wave Behavior of Matter -- The Uncertainty Principle -- 6.5 Quantum Mechanics and Atomic Orbitals -- Orbitals and Quantum Numbers -- 6.6 Representations of Orbitals -- The s Orbitals -- The p Orbitals -- The d and f Orbitals -- 6.7 Many-Electron Atoms -- Orbitals and Their Energies -- Electron Spin and the Pauli Exclusion Principle -- 6.8 Electron Configurations -- Hund's Rule -- Condensed Electron Configurations…”

Tabla de Contenidos: “…Chapter 5: Thermochemistry -- 5.1 The Nature of Chemical Energy -- 5.2 The First Law of Thermodynamics -- System and Surroundings -- Internal Energy -- Relating ΔE to Heat and Work -- Endothermic and Exothermic Processes -- State Functions -- 5.3 Enthalpy -- Pressure-Volume Work -- Enthalpy Change -- 5.4 Enthalpies of Reaction -- 5.5 Calorimetry -- Heat Capacity and Specific Heat -- Constant-Pressure Calorimetry -- Bomb Calorimetry (Constant-Volume Calorimetry) -- 5.6 Hess's Law -- 5.7 Enthalpies of Formation -- Using Enthalpies of Formation to Calculate Enthalpies of Reaction -- 5.8 Bond Enthalpies -- Bond Enthalpies and the Enthalpies of Reactions -- 5.9 Foods and Fuels -- Foods -- Fuels -- Other Energy Sources -- Chapter Summary and Key Terms -- Learning Outcomes -- Key Equations -- Exercises -- Additional Exercises -- Integrative Exercises -- Design an Experiment -- A Closer Look Energy, Enthalpy, and P-V Work -- A Closer Look Using Enthalpy as a Guide -- Chemistry and Life The Regulation of Body Temperature -- Chemistry Put to Work The Scientific and Political Challenges of Biofuels -- Chapter 6: Electronic Structure of Atoms -- 6.1 The Wave Nature of Light -- 6.2 Quantized Energy and Photons -- Hot Objects and the Quantization of Energy -- The Photoelectric Effect and Photons -- 6.3 Line Spectra and the Bohr Model -- Line Spectra -- Bohr's Model -- The Energy States of the Hydrogen Atom -- Limitations of the Bohr Model -- 6.4 The Wave Behavior of Matter -- The Uncertainty Principle -- 6.5 Quantum Mechanics and Atomic Orbitals -- Orbitals and Quantum Numbers -- 6.6 Representations of Orbitals -- The s Orbitals -- The p Orbitals -- The d and f Orbitals -- 6.7 Many-Electron Atoms -- Orbitals and Their Energies -- Electron Spin and the Pauli Exclusion Principle -- 6.8 Electron Configurations -- Hund's Rule -- Condensed Electron Configurations…”