“…Expert author and network engineer Joe Casad guides you from the basics to advanced techniques—including TCP/IP’s architecture, layers, subnetting, CIDR, routing, security, utilities, remote access, web services, streaming, and much more. Practical discussions provide an inside look at TCP/IP components and protocols. …”

“…Disorienting Politics mines 21st-century media artifacts--including films like The Martian and TV/streaming media shows such as Firefly and House of Cards--to make visible the economic, cultural, political, and ecological entanglements of China and the United States. …”

“…Domain 1: Data Engineering 1.0 course intro 1.1 technology prerequisite 1.2 sagemaker studio lab 1.3 learn aws cloudshell 1.4 cloud developer workspace advantage 1.5 prototyping ai apis aws cloudshell bash 1.6 cloud9 with codewhisperer 1.7 domain one intro 1.8 data storage 1.9 determine storage medium 1.10 using s3 demo 1.11 job styles batch vs streaming 1.12 data ingestion pipelines 1.13 aws batch demo 1.14 step function demo Domain 2: Exploratory Data Analysis 2.0 domain intro Sanitize and prepare data for modeling 2.1 cleanup data 2.2 scaling data 2.3 labeling data 2.4 mechanical turk labeling Perform feature engineering 2.5 identify extract features 2.6 feature engineering concepts Analyze and visualize data for machine learning 2.7 graphing data 2.9 clustering Conclusion 2.10 conclusion Domain 3: Modeling 3.0 domain intro Frame business problems as machine learning problems 3.1 when to use ml 3.2 supervised vs unsupervized 3.3 selection right ml solution Select the appropriate model(s) for a given machine learning problem 3.4 select models 3.5 sagemaker canvas demo Train machine learning models 3.6 train test split 3.7 optimization 3.8 compute choice Perform hyperparameter optimization 3.14 neural network architecture Evaluate machine learning models 3.18 overfitting vs underfitting 3.19 selecting metrics 3.22 compare models experiment tracking Conclusion 3.23 Conclusion Domain 4: Machine Learning Implementation and Operations 4.0 course intro Build machine learning solutions for performance, availability, scalability, resiliency, and fault 4.1 logging monitoring 4.2 multiple regions 4.3 reproducible workflow 4.4 aws flavored devops Recommend and implement the appropriate machine learning services and features for a given 4.5 provisioning ec2 4.5 compute choices 4.6 provisioning ebs 4.7 aws ai ml services Apply basic AWS security practices to machine learning solutions. 4.9 plp aws lambda 4.10 integrated security Deploy and operationalize machine learning solutions 4.13 sagemaker workflow 4.14 doing predictions with sagemaker canvas 4.16 retrain models Conclusion 5.0 course conclusion Topics Covered Include: Domain 1: Data Engineering Domain 2: Exploratory Data Analysis Domain 3: Modeling Domain 4: Machine Learning Implementation and Operations Additional Popular Resources Pytest Master Class AWS Solutions Architect Professional Course Github Actions and GitOps in One Hour Video Course Jenkins CI/CD and Github in One Hour Video Course AWS Certified Cloud Practitioner Video Course Advanced Testing with Pytest Video Course AWS Solutions Architect Certification In ONE HOUR Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers, and Microservices MLOPs Foundations: Chapter 2 Walkthrough of Practical MLOps Learn Docker containers in One Hour Video Course Introduction to MLOps Walkthrough AZ 900 (Azure Fundamentals) Quick reference guide 52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda Learn GCP Cloud Functions in One Hour Video Course Python Devops in TWO HOURS! …”

Tabla de Contenidos: “…Chapter 13: Creating and Managing Database ObjectsChapter 14: Analyzing and Optimizing Query Performance; Chapter 15: T-SQL in Applications and Reporting; Appendix A: Command Syntax Reference; Appendix B: System Variables and Functions Reference; Appendix C: System Stored Procedure Reference; Appendix D: Information Schema Views Reference; Appendix E: FileStream Objects and Syntax; Appendix F: Answers to Exercises; Index…”

Tabla de Contenidos: “…. -- Reconceptualizing the organism: from complex machine to flowing stream / Objectcy and agency: towards a methodological vitalism / Symbiosis, transient biological individuality, and evolutionary processes / From organizations of processes to organisms and other biological individuals / Development and evolution. …”

Tabla de Contenidos: “…Loading Data Into the Warehouse -- 6. Streaming Data Into the Warehouse -- 7. Dataflow -- Part III. …”

Tabla de Contenidos: “…About the Editors -- Assessment and Remediation of Soils Contaminated by Potentially Toxic Elements (PTE) -- Integrated Geochemical Assessment of Soils and Stream Sediments to Evaluate Source-Sink Relationships and Background Variations in the Parauapebas River Basin, Eastern Amazon -- Heavy Metals Contamination of Urban Soils-A Decade Study in the City of Lisbon, Portugal -- Phytoextraction of Heavy Metals by Various Vegetable Crops Cultivated on Different Textured Soils Irrigated with City Wastewater -- Spatial Analysis of Soil Trace Element Contaminants in Urban Public Open Space, Perth, Western Australia -- Initial Study on Phytoextraction for Recovery of Metals from Sorted and Aged Waste-to Energy -- Enhanced Lead Phytoextraction by Endophytes from Indigenous Plants -- Effect of Municipal Solid Waste Compost on Antimony Mobility, Phytotoxicity and Bioavailability in Polluted Soils -- Evaluating Potential Ecological Risks of Heavy Metals of Textile Effluents and Soil Samples in Vicinity of Textile Industries -- Investigating Lead Bioavailability in a Former Shooting Range by Soil Microanalyses and Earthworms Tests -- Prospects for the Use of Echinochloa frumentacea for Phytoremediation of Soils with Multielement Anomalies…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- Chapter 1 Image Processing -- 1.1 Basic Definitions -- 1.2 Image Formation -- 1.2.1 Optics -- 1.2.2 Colour -- 1.3 Image Processing Operations -- 1.4 Real‐time Image Processing -- 1.5 Embedded Image Processing -- 1.6 Computer Architecture -- 1.7 Parallelism -- 1.7.1 Temporal or Task Parallelism -- 1.7.2 Spatial or Data Parallelism -- 1.7.3 Logical Parallelism -- 1.7.4 Stream Processing -- 1.8 Summary -- References -- Chapter 2 Field‐programmable Gate Arrays -- 2.1 Hardware Architecture of FPGAs -- 2.1.1 Logic -- 2.1.2 DSP Blocks -- 2.1.3 Memory -- 2.1.4 Embedded CPU -- 2.1.5 Interconnect -- 2.1.6 Input and Output -- 2.1.7 Clocking -- 2.1.8 Configuration…”

Tabla de Contenidos:

Tabla de Contenidos: “…11.4 I/O-Status -- 11.5 Ein-/Ausgabe benutzerdefinierter Typen -- 11.6 Ausgabeformatierung -- 11.6.1 Stream-Formatierung -- 11.6.2 Formatierung im printf()-Stil -- 11.7 Streams -- 11.7.1 Standard-Streams -- 11.7.2 Datei-Streams -- 11.7.3 String-Streams -- 11.7.4 Speicher-Streams -- 11.7.5 Synchronisierte Streams -- 11.8 Ein-/Ausgaben im C-Stil -- 11.9 Dateisystem -- 11.9.1 Pfade -- 11.9.2 Dateien und Verzeichnisse -- 11.10 Ratschläge -- Kapitel 12: Container -- 12.1 Einführung -- 12.2 vector -- 12.2.1 Elemente -- 12.2.2 Bereichsüberprüfung -- 12.3 list -- 12.4 forward_list -- 12.5 map -- 12.6 unordered_map -- 12.7 Allokatoren -- 12.8 Ein Überblick über Container -- 12.9 Ratschläge -- Kapitel 13: Algorithmen -- 13.1 Einführung -- 13.2 Verwendung von Iteratoren -- 13.3 Iterator-Typen -- 13.3.1 Stream-Iteratoren -- 13.4 Verwendung von Prädikaten -- 13.5 Überblick über Algorithmen -- 13.6 Parallele Algorithmen -- 13.7 Ratschläge -- Kapitel 14: Bereiche (Ranges) -- 14.1 Einführung -- 14.2 Views -- 14.3 Generatoren -- 14.4 Pipelines -- 14.5 Überblick über Konzepte -- 14.5.1 Typkonzepte -- 14.5.2 Iterator-Konzepte -- 14.5.3 Bereichskonzepte -- 14.6 Ratschläge -- Kapitel 15: Zeiger und Container -- 15.1 Einführung -- 15.2 Zeiger -- 15.2.1 unique_ptr und shared_ptr -- 15.2.2 span -- 15.3 Container -- 15.3.1 array -- 15.3.2 bitset -- 15.3.3 pair -- 15.3.4 tuple -- 15.4 Alternativen -- 15.4.1 variant -- 15.4.2 optional -- 15.4.3 any -- 15.5 Ratschläge -- Kapitel 16: Utilities -- 16.1 Einführung -- 16.2 Zeit -- 16.2.1 Uhren -- 16.2.2 Kalender -- 16.2.3 Zeitzonen -- 16.3 Funktionsanpassung -- 16.3.1 Lambdas als Adapter -- 16.3.2 mem_fn() -- 16.3.3 function -- 16.4 Typfunktionen -- 16.4.1 Typprädikate -- 16.4.2 Bedingte Eigenschaften -- 16.4.3 Typgeneratoren -- 16.4.4 Assoziierte Typen -- 16.5 source_location -- 16.6 move() und forward() -- 16.7 Bitmanipulation…”

Tabla de Contenidos: “…-- Understanding the difference between event streaming and event sourcing -- Adding event sourcing to the monolith -- Beyond basic events -- Adding the event sourcing package -- Using just enough CQRS -- A group of stores is called a mall -- A group of products is called a catalog -- Taking note of the little things -- Connecting the domain events with the read model -- Recapping the CQRS changes -- Aggregate event stream lifetimes -- Taking periodic snapshots of the event stream -- Using snapshots -- Summary -- Chapter 6: Asynchronous Connections -- Technical requirements -- Asynchronous integration with messages -- Integration with notification events -- Integration with event-carried state transfer -- Eventual consistency -- Message-delivery guarantees -- Idempotent message delivery -- Ordered message delivery -- Implementing messaging with NATS JetStream -- The am package -- The jetstream package -- Making the Store Management module asynchronous -- Modifying the monolith configuration -- Updating the monolith application -- Providing to the modules the JetStreamContext -- Publishing messages from the Store Management module -- Receiving messages in the Shopping Baskets module -- Verifying we have good communication -- Summary -- Chapter 7: Event-Carried State Transfer -- Technical requirements…”

Tabla de Contenidos: “…Pop quiz - leveling up -- Chapter 11: Introducing Stacks, Queues, and HashSets -- Introducing stacks -- Popping and peeking -- Common methods -- Working with queues -- Adding, removing, and peeking -- Common methods -- Using HashSets -- Performing operations -- Intermediate collections roundup -- Summary -- Pop quiz - intermediate collections -- Chapter 12: Saving, Loading, and Serializing Data -- Introducing data formats -- Breaking down XML -- Breaking down JSON -- Understanding the filesystem -- Working with asset paths -- Creating and deleting directories -- Creating, updating, and deleting files -- Working with streams -- Managing your Stream resources -- Using a StreamWriter and StreamReader -- Creating an XMLWriter -- Automatically closing streams -- Serializing data -- Serializing and deserializing XML -- Serializing and deserializing JSON -- Data roundup -- Summary -- Pop quiz - data management -- Chapter 13: Exploring Generics, Delegates, and Beyond -- Introducing generics -- Generic objects -- Generic methods -- Constraint type parameters -- Adding generics to Unity objects -- Delegating actions -- Creating a debug delegate -- Delegates as parameter types -- Firing events -- Creating and invoking events -- Handling event subscriptions -- Cleaning up event subscriptions -- Handling exceptions -- Throwing exceptions -- Using try-catch -- Summary -- Pop quiz - intermediate C# -- Chapter 14: The Journey Continues -- Diving deeper -- Remembering your object-oriented programming -- Design patterns primer -- Approaching Unity projects -- Unity features we didn't cover -- Next steps -- C# resources -- Unity resources -- Unity certifications -- Hero's trial - putting something out into the world -- Summary -- Pop Quiz Answers -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…; 3.2 STREAMING; 3.3 STREAMING PLAYERS AND SERVERS; 3.4 RICH MEDIA-SYNCHRONIZED MULTIMEDIA INTEGRATION LANGUAGE; 3.5 MOBILE MULTIMEDIA; 3.6 INFORMATION TRANSMISSION OVER 3G NETWORKS…”

Tabla de Contenidos: “…-- Const String Interpolation -- Chapter Summary -- Chapter 16: File Handling -- File Handling -- An Overview of File Handling -- File Class -- Writing to a File -- WriteAllText() -- WriteAllLines() -- WriteAllBytes() -- Reading from a File -- ReadAllText() -- ReadAllLines() -- ReadAllBytes() -- Copy a File -- Copy() -- Delete a File -- Delete() -- StreamReader Class -- Stream -- Synchronous and Asynchronous -- StreamReader Class Methods -- StreamWriter Class -- Reading from a Stream -- Writing to a Stream -- Async Methods and Asynchronous Programming -- WriteLineAsync -- FileStream -- FileModes -- Chapter Summary -- Chapter 17: Exception Handling -- Exceptions -- What Is an Exception? …”

Tabla de Contenidos: “…Exercise - Building a data lake on a Dataproc cluster -- Creating a Dataproc cluster on GCP -- Using GCS as an underlying Dataproc filesystem -- Exercise - Creating and running jobs on a Dataproc cluster -- Preparing log data in GCS and HDFS -- Developing a Spark ETL job from HDFS to HDFS -- Developing a Spark ETL job from GCS to GCS -- Developing a Spark ETL job from GCS to BigQuery -- Understanding the concept of an ephemeral cluster -- Practicing using a workflow template on Dataproc -- Building an ephemeral cluster using Dataproc and Cloud Composer -- Submitting a Spark ETL job from GCS to BigQuery using Dataproc Serverless -- Summary -- Chapter 6: Processing Streaming Data with Pub/Sub and Dataflow -- Technical requirements -- Processing streaming data -- Introduction to Pub/Sub -- Introduction to Dataflow -- Exercise - publishing event streams to Pub/Sub -- Creating a Pub/Sub topic -- Creating and running a Pub/Sub publisher using Python -- Creating a Pub/Sub subscription -- Exercise - using Dataflow to stream data from Pub/Sub to GCS -- Creating a HelloWorld application using Apache Beam -- Creating a Dataflow streaming job without aggregation -- Creating a streaming job with aggregation -- Introduction to CDC and Datastream -- What is Datastream? …”

Tabla de Contenidos: “…After the Mix; Testing the Track; Data Compression and Streaming; Release Formats; Afterword; Appendix A. …”

Tabla de Contenidos: “…Save your project folders Make sure you investigate the sandbox; When capturing, you are capturing; The application must run when 100 percent natively installed; Never start with AppLink; VB Scripting; Packaging applications with dependencies; Dependencies on runtimes; Dependencies on locally installed applications; Dependencies on another virtualized application; Summary; Chapter 3: Deployment of ThinApp packages; Different deployment scenarios; Using streaming deployment; Using MSI to distribute packages; Using VMware Horizon Application Manager; Using VMware View…”

Tabla de Contenidos: “…Setting Headers ManuallySettings Headers via expires; ETags; Generating ETags; Weak ETags; Sessions; Destroying a Session; Cookies; Attachments; Streaming; Keeping the Connection Open; Finite Streaming; Summary; Chapter 3. …”

Tabla de Contenidos: “…NTSCPAL and SECAM; HD Analog Video; CHAPTER 6 Digital Audio and Video; Digital Audio; SD and HD Digital Video; CHAPTER 7 Information Technology; Binary; Computers; Storage; Computer Networks; Internet Streaming; STUDIOS AND PRODUCTION FACILITIES; CHAPTER 8 Radio Studios; Types of Studios; Studio Operations; System Considerations; Audio Mixing Consoles; Microphones; Loudspeakers and Headphones; CD Players; Hard Disk Recorders and Audio Workstations; Radio Program Automation; Digital Record/Playback Devices; Analog Devices; Telephone Hybrids; Remote Sources; Audio Delay Units…”

Tabla de Contenidos: “…MANEJANDO DATOS OPCIONALES CON LA MÓNADA OPTION -- MANEJANDO ERRORES Y EXCEPCIONES CON LAS MÓNADAS EITHER Y RESULT -- PROCESAMIENTO DE DATOS CON LA MÓNADA JAVA.UTIL.STREAM.STREAM&lt -- T&gt -- -- BUENAS PRÁCTICAS CON LA MÓNADA JAVA.UTIL.OPTIONAL&lt -- T&gt -- -- BIBLIOGRAFÍA -- MATERIAL ADICIONAL…”