Tabla de Contenidos: “…Origins and orientation -- Biological clocks and spontaneous behaviors -- Ingestive behaviors and the internal milieu -- A psychobiological perspective on the domesticated and the wild -- Panama: neurobiological investigations and clinical applications -- An artisan in the laboratory…”

Tabla de Contenidos: “…Whiteboarding as an information-gathering tool -- Conducting a whiteboarding session -- Identifying data consumers and understanding their requirements -- Identifying data sources and ingesting data -- Identifying data transformations and optimizations -- File format optimizations -- Data standardization -- Data quality checks -- Data partitioning -- Data denormalization -- Data cataloging -- Whiteboarding data transformation -- Loading data into data marts -- Wrapping up the whiteboarding session -- Hands-on - architecting a sample pipeline -- Detailed notes from the project "Bright Light" whiteboarding meeting of GP Widgets, Inc -- Meeting notes -- Summary -- Chapter 6: Ingesting Batch and Streaming Data -- Technical requirements -- Understanding data sources -- Data variety -- Structured data -- Semi-structured data -- Unstructured data -- Data volume -- Data velocity -- Data veracity -- Data value -- Questions to ask -- Ingesting data from a relational database -- AWS DMS -- AWS Glue -- Full one-off loads from one or more tables -- Initial full loads from a table, and subsequent loads of new records -- Creating AWS Glue jobs with AWS Lake Formation -- Other ways to ingest data from a database -- Deciding on the best approach to ingesting from a database -- The size of the database -- Database load -- Data ingestion frequency -- Technical requirements and compatibility -- Ingesting streaming data -- Amazon Kinesis versus Amazon Managed Streaming for Kafka (MSK) -- Serverless services versus managed services -- Open-source flexibility versus proprietary software with strong AWS integration -- At-least-once messaging versus exactly once messaging -- A single processing engine versus niche tools -- Deciding on a streaming ingestion tool -- Hands-on - ingesting data with AWS DMS -- Deploying MySQL and an EC2 data loader via CloudFormation…”

Tabla de Contenidos: “…Table of Contents Requirements, Data Modeling, and Planning Preparing and Ingesting Data with Power Query Exploring Data using Power BI and Creating a Semantic Model Model Data for Machine Learning in Power BI Discovering Features Using Analytics and AI Visuals Discovering New Features Using R and Python visuals Deploying Data Ingestion and Transformation Components to the Power BI Cloud Service Building Machine Learning Models with Power BI Evaluating Trained and Tested ML Models Iterating Power BI ML Models Applying Power BI ML Models Use Cases for OpenAI Using OpenAI and Azure OpenAI in Power BI Dataflows Project Review and Looking Forward…”

Tabla de Contenidos: “…Table of Contents Distributed Computing Primer Data Ingestion Data Cleansing and Integration Real-time Data Analytics Scalable Machine Learning with PySpark Feature Engineering – Extraction, Transformation, and Selection Supervised Machine Learning Unsupervised Machine Learning Machine Learning Life Cycle Management Scaling Out Single-Node Machine Learning Using PySpark Data Visualization with PySpark Spark SQL Primer Integrating External Tools with Spark SQL The Data Lakehouse…”

“…Explore Big Data architectures and the tools you can leverage to build an end-to-end data platform. Learn about data ingestion using Apache Spark…”

Tabla de Contenidos: “…Paraumbilical/Umbilical Hernia -- 3. Foreign Bodies Ingestion -- 4. Bowel Anastomoses: Manual or Mechanical -- 5. …”

Tabla de Contenidos: “…The age of the data product -- An operating system for big data -- A framework for Python and Hadoop streaming -- In-memory computing with Spark -- Distributed analysis and patterns -- Data mining and warehousing -- Data ingestion -- Analytics with higher-level APIs -- Machine learning -- Summary : doing distributed data science…”

Tabla de Contenidos: “…The Integration Engine -- 4. The Ingestion Architecture -- 5. The Role of the Data Lake -- 6. …”

Tabla de Contenidos: “…Overview of Amazon Database Migration Service (DMS) -- Overview of Amazon Kinesis for streaming data ingestion -- Overview of Amazon MSK for streaming data ingestion -- Overview of Amazon AppFlow for ingesting data from SaaS services -- Overview of Amazon Transfer Family for ingestion using FTP/SFTP protocols -- Overview of Amazon DataSync for ingesting from on-premises storage -- Overview of the AWS Snow family of devices for large data transfers -- AWS services for transforming data -- Overview of AWS Lambda for light transformations -- Overview of AWS Glue for serverless Spark processing -- Overview of Amazon EMR for Hadoop ecosystem processing -- AWS services for orchestrating big data pipelines -- Overview of AWS Glue workflows for orchestrating Glue components -- Overview of AWS Step Functions for complex workflows -- Overview of Amazon managed workflows for Apache Airflow -- AWS services for consuming data -- Overview of Amazon Athena for SQL queries in the data lake -- Overview of Amazon Redshift and Redshift Spectrum for data warehousing and data lakehouse architectures -- Overview of Amazon QuickSight for visualizing data -- Hands-on - triggering an AWS Lambda function when a new file arrives in an S3 bucket -- Creating a Lambda layer containing the AWS Data Wrangler library -- Creating new Amazon S3 buckets -- Creating an IAM policy and role for your Lambda function -- Creating a Lambda function -- Configuring our Lambda function to be triggered by an S3 upload -- Summary -- Chapter 4: Data Cataloging, Security, and Governance -- Technical requirements -- Getting data security and governance right -- Common data regulatory requirements -- Core data protection concepts -- Personal data -- Encryption -- Anonymized data -- Pseudonymized data/tokenization -- Authentication -- Authorization -- Putting these concepts together…”

Tabla de Contenidos: “…Table of Contents Introduction to Data Architectures Preparing for Cloud Adoption Ingesting Data into the Cloud Transforming Data on Azure Storing Data for Consumption Data Warehousing The Semantic Layer Visualizing Data Using Power BI Advanced Analytics Using AI Enterprise-Level Data Governance and Compliance Introduction to Data Security…”

Tabla de Contenidos: “…Introducing streaming data -- Getting data from clients : data ingestion -- Transporting the data from collection tier : decoupling the data pipeline -- Analyzing streaming data -- Algorithms for data analysis -- Storing the analyzed or collected data -- Making the data available -- Consumer device capabilities and limitations accessing the data -- Analyzing meetup RSVPs in real time…”

“…"After Eating explores the emerging field of metabolic arts, practices which engage the materials and methodologies of not only food and ingestion but also digestion and metabolism"--…”

Tabla de Contenidos: “…Introduction : Wilkie Collins, theorist of iterability -- The manuscript as writer's estate in Basil -- The woman in white : the perils of attempting to discipline the transatlantic, transhistorical narrative -- Over-doing things with words in 1862 : pretense and plain truth in No name -- Ingesting the other in Armadale -- The return of the author : privacy, publication, the mystery novel, and The moonstone -- Conclusion : real absences : Collins's waiting shadows…”

Tabla de Contenidos: “…Table of Contents Getting Started Managing Mapping Basic Operations Exploring Search Capabilities Text and Numeric Queries Relationships and Geo Queries Aggregations Scripting in Elasticsearch Managing Clusters Backups and Restoring Data User Interfaces Using the Ingest Module Java Integration Scala Integration Python Integration Plugin Development Big Data Integration X-Pack…”

Tabla de Contenidos: “…Table of Contents Introduction to the Data-Driven Edge with Machine Learning Foundations of Edge Workloads Building the Edge Extending the Cloud to the Edge Ingesting and Streaming Data from the Edge Processing and Consuming Data on the Cloud Machine Learning Workloads at the Edge DevOps and MLOps for the Edge Fleet Management at Scale Reviewing the Solution with AWS Well-Architected Framework…”

Tabla de Contenidos: “…Big data introduction -- Big data application architecture -- Big data ingestion and streaming patterns -- Big data storage patterns -- Big data access patterns -- Data discovery and analysis patterns -- Big data visualization patterns -- Big data deployment patterns -- Big data NFRs -- Big data case studies -- Resources, references, and tools…”

Tabla de Contenidos: “…Patterns of distributed machine learning systems. Data ingestion patterns -- Distributed training patterns -- Model serving patterns -- Workflow patterns -- Operation patterns -- Part 3. …”

“…The book then explores data ingestion and data transformation extensions, and advances to focus on data augmentation and data visualization. …”

Tabla de Contenidos: “…Preface -- Section 1 Dysphagia Due to Chemical Injury -- Chapter 1 Acute Management in Corrosive Ingestion by Prasit Mahawongkajit -- Section 2 Dysphagia Due to Neurological Disorders -- Chapter 2 Dysphagia of Neurological Origin -- Amyotrophic Lateral Sclerosis by Maria Argente-Pla, Katherine Garcia-Malpartida, Andrea Micó-García, Silvia Martín-Sanchis and Juan Francisco Merino-Torres -- Chapter 3 Dysphagia in Neuroinflammatory Diseases of the Central Nervous System by Fereshteh Ghadiri and Abdorreza Naser Moghadasi -- Section 3 Dysphagia Following Surgery -- Chapter 4 Dysphagia Following Anterior Cervical Spine Surgery by Ghazwan Hasan and Oscar L. …”

Tabla de Contenidos: “…Chapter 1: Data Lake Analytics Concepts -- Chapter 2: Building Blocks of Data Analytics -- Chapter 3: Data Analytics on Public Cloud -- Chapter 4: Data Ingestion -- Chapter 5: Data Storage -- Chapter 6: Data Preparation and Training Part I -- Chapter 7: Data Preparation and Training Part II -- Chapter 8: Model and Serve -- Chapter 9: Summary…”