Tabla de Contenidos: “…Social recognition of LTC work by different actors and the variety of forms it takes -- How different actors value LTC work…”

Tabla de Contenidos: “…Creating an IAM policy and role for DMS -- Configuring DMS settings and performing a full load from MySQL to S3 -- Querying data with Amazon Athena -- Hands-on - ingesting streaming data -- Configuring Kinesis Data Firehose for streaming delivery to Amazon S3 -- Configuring Amazon Kinesis Data Generator (KDG) -- Adding newly ingested data to the Glue Data Catalog -- Querying the data with Amazon Athena -- Summary -- Chapter 7: Transforming Data to Optimize for Analytics -- Technical requirements -- Overview of how transformations can create value -- Cooking, baking, and data transformations -- Transformations as part of a pipeline -- Types of data transformation tools -- Apache Spark -- Hadoop and MapReduce -- SQL -- GUI-based tools -- Common data preparation transformations -- Protecting PII data -- Optimizing the file format -- Optimizing with data partitioning -- Data cleansing -- Common business use case transformations -- Data denormalization -- Enriching data -- Pre-aggregating data -- Extracting metadata from unstructured data -- Working with Change Data Capture (CDC) data -- Traditional approaches - data upserts and SQL views -- Modern approaches - Open Table Formats (OTFs) -- Apache Iceberg -- Apache Hudi -- Databricks Delta Lake -- Hands-on - joining datasets with AWS Glue Studio -- Creating a new data lake zone - the curated zone -- Creating a new IAM role for the Glue job -- Configuring a denormalization transform using AWS Glue Studio -- Finalizing the denormalization transform job to write to S3 -- Create a transform job to join streaming and film data using AWS Glue Studio -- Summary -- Chapter 8: Identifying and Enabling Data Consumers -- Technical requirements -- Understanding the impact of data democratization -- A growing variety of data consumers -- How a data mesh helps data consumers…”

“…But the three articles presented here give an account of the variety of possible perspectives within this section. …”
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