Tabla de Contenidos: “…Logic for contextual awareness -- Summary -- Chapter 7: Next Generation of Observability Powered by Vectors -- Introduction to observability and its importance in modern software systems -- Observability: main pillars -- Log analytics and its role in observability -- A new approach-applying vectors and embeddings to log analytics -- Approach 1-training or fine-tuning an existing model for logs -- Approach 2-generating human-understandable descriptions and vectorizing these descriptions -- Log vectorization -- Synthetic log -- Expanding logs at write with OpenAI -- Semantic search on our logs -- Building a query using log vectorization -- Loading a model -- Ingest pipeline -- Semantic search -- Summary -- Chapter 8: The Power of Vectors and Embedding in Bolstering Cybersecurity -- Technical requirements -- Understanding the importance of email phishing detection -- What is phishing? …”

Tabla de Contenidos: “…C. van Loon / Pre-Sleep Protein Ingestion to Improve the Skeletal Muscle Adaptive Response to Exercise Training , Reprinted from: Nutrients 2016, 8(12), 763; doi: 10.3390/nu8120763 -- Jacqueline N. …”

Tabla de Contenidos: “…Introduction to data analysis at scale -- Data analysis on AWS -- AWS services -- Analysis on the cloud and outside -- Third-party data services -- Designing AWS flow diagrams with data analysis -- Practical - smart home insights with AWS IoT Analytics -- Industrial data analytics -- Evaluating performance -- Use cases within industry -- A case study for data analytics -- Practical - creating a data pipeline for end-to-end data ingestion and analysis -- Creating a channel -- Creating a data store -- Creating a pipeline -- Ingesting data -- Monitoring ingested data -- Creating a dataset from the data -- Summary -- Further reading -- Chapter 11: Examining Security and Privacy in IoT -- Technical requirements -- The current state of risk and security within IoT -- Challenges within security on IoT networks -- Security recommendations -- Security and privacy controls within the cloud management landscape -- Types of attacks -- Security on AWS -- Automated security remediation with AWS IoT Device Defender -- Risk management within the IoT landscape -- Threat modeling for IoT systems -- Security controls -- IR -- Privacy and compliance within IoT networks -- Cryptography controls for the IoT landscape -- Schneider Electric's implementation of an IoT solution security architecture -- Practical - Creating a secure smart lock system -- Materials -- Part 1 - Setting up the Arduino board and RFID reader -- Part 2 - Arduino code for encrypted RFID communication -- Part 3 - AWS server-side setup -- Configuring the Lambda function to be triggered by AWS IoT Core -- Updating the Arduino code to receive the authentication result from AWS IoT Core -- Summary -- Further reading -- Chapter 12: Exploring and Innovating with Open Source IoT -- Technical requirements -- Introduction to community innovations within IoT -- Open source as a standard…”

Tabla de Contenidos: “….; Organofosforados activos por ingestión y contacto; Sistémicos; Inhibidores del crecimiento; Carbamatos…”

Tabla de Contenidos: “…Language Integrated Queries (LINQ) frameworkManipulating datasets with LINQ; Graphics Processing Unit (GPU); Field Programmable Gate Array (FPGA); Multicore or multiprocessor systems; Summary; Chapter 3: An Introduction to Hadoop's Architecture and Ecosystem; Introduction to Apache Hadoop; Evolution of Hadoop (the platform of choice); Hadoop and its core elements; Machine learning solution architecture for big data (employing Hadoop); The Data Source layer; The Ingestion layer; The Hadoop Storage layer; The Hadoop (Physical) Infrastructure layer - supporting appliance…”

Tabla de Contenidos: “…Wireless gateways versus Intelligent edge devices -- Summary -- Chapter 4: Real-World Environmental Monitoring -- Technical requirements -- Exploring wireless networks and protocols -- Standardizing your approach -- Data capture architecture -- Understanding gateway and network setup -- Setting up a TTN IoT gateway -- Setting up Milesight UG65 -- Configuring and deploying sensors -- Connecting the AM319 multi-sensor -- Collecting data in the cloud -- Cloud data ingestion -- Data transformation and storage layer -- Setting up a basic dashboard -- Putting the layers together -- Summary Part 2: IoT Integration for Industrial Protocols and Systems -- Chapter 5: OT and Industrial Control Systems -- Technical requirements -- Revisiting the basics of manufacturing -- Understanding industrial control systems -- Exploring PLCs -- History and evolution of PLCs -- Deconstructing PLCs -- PLC programming -- PLCs versus microcontrollers -- The industrial communication of the future -- PROFINET and OP CUA -- Single Pair Ethernet -- Advanced Physical Layer -- Time-Sensitive Networking -- Industrial 5G -- Mapping your integration strategy -- Differentiating OT cybersecurity from IT…”

Tabla de Contenidos: “…Refining generated outputs -- Results presentation -- Logging -- Summary -- Chapter 4: Generative AI Batch and Real-Time Integration Patterns -- Batch and real-time integration patterns -- Different pipeline architectures -- Application integration patterns in the integration framework -- Entry point -- Prompt preprocessing -- Inference -- Result post-processing -- Result presentation -- Use case example -- search enhanced by GenAI -- Batch integration -- document ingestion -- Real-time integration -- search -- Summary -- Chapter 5: Integration Pattern: Batch Metadata Extraction…”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Author; Acknowledgments; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Getting Started; Setting up STS; Creating your first project; STS visual editor; Spring Integration Scala DSL; Summary; Chapter 2: Message Ingestion; Working with message channels; Channel types; Spring implementation of channels; Selecting a channel; Publish-subscribe channel; Queue channel; Priority channel; Rendezvous channel; Direct channel; Executor channel; Scoped channel; Datatype channel; Error handling on channels…”

Tabla de Contenidos: “…Nonlinear EditingCharacter Generators and Computer Graphics; Electronic Newsroom; Signal Distribution; Video Timing; File-Based Workflows; Audio for Television; Ancillary Systems; Ingest and Conversion; IP-Based Studio Infrastructure; Television Master Control; Television Automation; ATSC Encoding and Multiplexing; Multicasting Operations; Closed Captioning; Video Description; Alternate Language Audio; PSIP Generator; Data Broadcasting Equipment; Advanced Programming Services; Bitstream Distribution and Splicing; Signal Delivery to MVPD Headends; Internet TV Services; 10 Remote Broadcasting…”

Tabla de Contenidos: “…Character Generators and Computer GraphicsElectronic Newsroom; Signal Distribution; Video Timing; Audio for Television; Ancillary Systems; Ingest and Conversion; Television Master Control; Television Automation; ATSC Encoding; Multicasting Operations; Closed Captioning Equipment; PSIP Generator; Data Broadcasting Equipment; Bitstream Distribution and Splicing; Internet Streaming; CHAPTER 10 Remote Broadcasting; Radio News Gathering; Radio Remote Production; Television News Gathering; Television Remote Production; CHAPTER 11 Links; Contribution Links for Radio…”

Tabla de Contenidos: “…. -- See also -- Chapter 4: Ingesting Streaming Data -- Technical requirements -- Configuring Spark Structured Streaming for real-time data processing -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Reading data from real-time sources, such as Apache Kafka, with Apache Spark Structured Streaming -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Defining transformations and filters on a Streaming DataFrame -- Getting ready -- How to do it... -- See also -- Configuring checkpoints for Structured Streaming in Apache Spark -- Getting ready -- How to do it... -- How it works... -- There's more... -- See also -- Configuring triggers for Structured Streaming in Apache Spark -- Getting ready -- How to do it... -- How it works... -- See also -- Applying window aggregations to streaming data with Apache Spark Structured Streaming -- Getting ready -- How to do it... -- There's more... -- See also -- Handling out-of-order and late-arriving events with watermarking in Apache Spark Structured Streaming -- Getting ready -- How to do it... -- There's more... -- See also -- Chapter 5: Processing Streaming Data -- Technical requirements -- Writing the output of Apache Spark Structured Streaming to a sink such as Delta Lake -- Getting ready -- How to do it... -- How it works... -- See also -- Idempotent stream writing with Delta Lake and Apache Spark Structured Streaming -- Getting ready -- How to do it... -- See also…”

Tabla de Contenidos: “…-- Component and end-to-end evaluations -- Model benchmarking -- Evaluation datasets -- Defining a baseline -- User feedback -- Synthetic data -- Evaluation metrics -- Assertion-based metrics -- Statistical metrics -- LLM-as-a-judge evaluations -- RAG metrics -- Human review -- Evaluations as guardrails -- Summary -- Chapter 10: Refining the Semantic Data Model to Improve Accuracy -- Technical requirements -- Embeddings -- Experimenting with different embedding models -- Fine-tuning embedding models -- Embedding metadata -- Formatting metadata -- Including static metadata -- Extracting metadata programmatically -- Generating metadata with LLMs -- Including metadata with query embedding and ingested content embeddings -- Optimizing retrieval-augmented generation -- Query mutation -- Extracting query metadata for pre-filtering -- Formatting ingested data -- Advanced retrieval systems -- Summary -- Chapter 11: Common Failures of Generative AI -- Technical requirements -- Hallucinations -- Causes of hallucinations -- Implications of hallucinations -- Sycophancy -- Causes of sycophancy -- Implications of sycophancy -- Data leakage -- Causes of data leakage…”

Tabla de Contenidos: “…-- 1.3.1 Anatomy of a data platform -- 1.3.2 Infrastructure as code, codeless infrastructure -- 1.4 Building in the cloud -- 1.4.1 IaaS, PaaS, SaaS -- 1.4.2 Network, storage, compute -- 1.4.3 Getting started with Azure -- 1.4.4 Interacting with Azure -- 1.5 Implementing an Azure data platform -- Summary -- Part 1 Infrastructure -- 2 Storage -- 2.1 Storing data in a data platform -- 2.1.1 Storing data across multiple data fabrics -- 2.1.2 Having a single source of truth -- 2.2 Introducing Azure Data Explorer -- 2.2.1 Deploying an Azure Data Explorer cluster -- 2.2.2 Using Azure Data Explorer -- 2.2.3 Working around query limits -- 2.3 Introducing Azure Data Lake Storage -- 2.3.1 Creating an Azure Data Lake Storage account -- 2.3.2 Using Azure Data Lake Storage -- 2.3.3 Integrating with Azure Data Explorer -- 2.4 Ingesting data -- 2.4.1 Ingestion frequency -- 2.4.2 Load type -- 2.4.3 Restatements and reloads -- Summary -- 3 DevOps -- 3.1 What is DevOps? …”

Tabla de Contenidos: “…-- United States -- United Kingdom -- Learning Tableau Desktop basics -- Application basics (as of April 2022) -- Connecting to data -- Worksheets -- Worksheets, dashboards, and stories -- Worksheet Data pane basics -- Show Me charts -- Summary -- Knowledge check -- Chapter 2: Data Ingestion -- Technical requirements -- Data structure basics -- Format -- Basic data categorization and data types -- Pivoted versus unpivoted data -- Data cleanliness basics -- Connecting to data -- Overview of the Data Source pane -- Formatting fields in the Data Source pane -- Core cleaning functions of the Data Source pane -- Summary -- Knowledge check -- Chapter 3: How to Interpret Data in a Tableau Visualization -- Technical requirements -- Simple one-chart data visualization -- Formatting a chart in Tableau -- Filters and actions -- Tooltips -- Summary -- Knowledge check -- Chapter 4: Working with Dimensions, Measures, and Marks (Oh My) -- Technical requirements -- Grasping data dimensions -- Data measures -- Discrete versus continuous (blue versus green fields - otherwise known as pills) -- The Tableau Marks section -- Tableau mark types -- Managing marks' appearance -- Summary -- Knowledge check -- Chapter 5: Calculations and Functions Syntax -- Technical requirements -- Tableau functions -- Number functions -- String functions -- Date functions -- Logical functions -- Basic aggregate functions -- Other functions -- Creating basic calculations in Tableau -- Creating a (blank) calculated field -- Building a calculation -- Introduction to LOD expressions and parameters -- LOD expressions -- Parameters…”

“…Uncover valuable business insights by leveraging the power of Kibana to navigate and interpret datasets for improved decision making Key Features Gain profound understanding of the end-to-end workings of Kibana Explore the powerful administration features in Kibana 8.x for managing and supporting data ingestion pipelines Build your own analytics and visualization solution from scratch Purchase of the print or Kindle book includes a free PDF eBook Book Description Unleash the full potential of Kibana--an indispensable tool for data analysts to seamlessly explore vast datasets, uncover key insights, identify trends and anomalies, and share results. …”

Tabla de Contenidos: “…Causas de Acidosis metabólicaInsuficiencia renal; Intoxicación con salicilatos; Ingestión de metanol o etilenglicol; Disminución de bicarbonato; Cetoacidosis alcohólica; Claves para la Acidosis metabólica; Alcalosis metabólica; Mecanismos; Mantenimiento; Causas más frecuentes; Claves; Alcalosis respiratoria; Causas de alcalosis respiratoria; Acidosis respiratoria; Acidosis respiratoria aguda; Acidosis respiratoria crónica; Causas más frecuentes; Gases en sangre en la reanimación cardiopulmonar (RCP); Trastornos mixtos del equilibrio ácido-base; Caso A; Caso B; Caso C; Caso D; Respuestas…”

Tabla de Contenidos: “…Piridoxina (vitamina B6)Cianocobalamina (vitamina B12); Ácido pantoténico y biotina; Ácido ascórbico (vitamina C); Vitaminas liposolubles; Vitamina A (carotenos, retinol); Vitamina D; Vitamina E (tocoferoles); Vitamina K; Vitaminas antioxidantes; Funciones de las vitaminas; Tiamina (vitamina B1); Riboflavina (vitamina B2); Niacina (vitamina B3); Vitamina B6; Vitamina B12; Ácido pantoténico; Ácido fólico; Vitamina C; Vitamina D; Vitamina E; Vitamina K; Minerales; PROCESO DE INGESTIÓN, DIGESTIÓN Y ABSORCIÓN DE ALIMENTOS; Absorción; DIETA, PLAN DE ALIMENTACIÓN Y PLATILLO; Dieta…”

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Tabla de Contenidos: “…Different Media are Heard DifferentlySpread Things Around; Consider the Workflow; Preproduction for Postproduction; CHAPTER 6 Getting Audio into the Computer; Transfer Technology; Analog Audio Recording; Synchronization; Troubleshooting Transfers and Ingest; CHAPTER 7 Voiceover Recording a Dialog Replacement; Voiceover Perspective; What's Needed for Voiceover Recording; The Human Factor: Directing; ADR; CHAPTER 8 Editing Dialog; This Chapter is in Three Sections; Dialogue Editing Techniques; Track Splitting and Filling; Restoring Lipsync by Eye; CHAPTER 9 Finding and Editing Music…”

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