AWS Analytics In-depth - CSAA Part I

Athena

________ is integrated with AWS Glue Data Catalog, which allows you to create a unified metadata repository across various services and maintain schema versioning.

Amazon EMR

Overall, ________ is a powerful and cost- effective tool for processing large datasets in the cloud, and is well- suited for a wide range of data- intensive workloads, including log analysis, financial analysis, and ETL (extract, transform, and load) tasks.

Kibana

________ is a visualization tool that allows you to create dashboards and charts based on data stored in Elasticsearch.

Elasticsearch

________ is a distributed search and analytics engine.

Python

Steps can be written in a variety of programming languages, such as ________ or Scala, and can be used to perform a wide range of tasks, including data transformation, filtering, and aggregation.

CSV

It supports a wide range of data formats, including ________, JSON, ORC, Avro, and Parquet, and can handle complex analysis, such as large joins, window functions, and arrays.

ETL engine

The ________ is built on top of Apache Spark and can scale out to process large data sets efficiently.

OpenSearch

________ provides a variety of features and tools to help users search and analyze their data, including:

ELK stack

The ________ is a popular tool for centralized logging, analytics, and visualization of data.

Security

________: OpenSearch includes built- in ________ features, such as encryption at rest and in transit, to help protect your data.

Logstash

________ is a data processing pipeline that can ingest data from a variety of sources, transform it, and then send it to Elasticsearch or other destinations.

Security Assertion Markup Language

OpenSearch Service supports HTTP basic authentication, as well as authentication through SAML (________) and Amazon Cognito.

Amazon OpenSearch Service

________ is a managed service that is built on top of the Elasticsearch open- source search and analytics engine.

Real time

________ search and analytics: With OpenSearch, you can search and analyze data in ________, using the full- text search capabilities of Elasticsearch.

Amazon QuickSight

It is integrated with ________ for visualizing streaming data, and can be used with Kinesis Data Streams or Kinesis Data Firehose as the data source.

Easy setup

________ and management: OpenSearch simplifies the process of setting up and managing Elasticsearch clusters in the cloud, including automatic software updates and patches.

S3

________ is designed for 99.999999999 % durability on a per object basis.

Scalability

________: OpenSearch can automatically ________ your Elasticsearch cluster to meet the demands of your application, without the need for manual intervention.

Amazon ES

________ also provides integrations with other AWS services, such as Amazon VPC, to allow you to secure your data and control access to your Elasticsearch clusters.

Amazon Kinesis

Integration with other AWS services: OpenSearch integrates with other AWS services, such as ________, Amazon S3, and Amazon CloudWatch, allowing you to easily ingest, process, and analyze data from these sources.

Athena

________ uses Presto, an open- source, distributed SQL query engine optimized for low latency and interactive data analysis, to execute queries.

Amazon OpenSearch Service

________ is a fully managed search service that offers a number of security features to help protect your data.

Athena

________ integrates directly with Identity and Access Management (IAM) and you can leverage the use of bucket policies within S3 to control access to data and restrict users from querying it using ________.

AWS Glue

________ also includes an ETL engine that can generate Scala or Python code to transform your data.

Athena

________ is out- of- the- box integrated with business intelligence and SQL development applications through its JDBC and ODBC drivers, and can be accessed through the ________ console, API, CLI, AWS SDK, or through these drivers.

AWS Glue

________ provides a number of tools and features to help users build and maintain their ETL pipelines, including the ability to schedule crawlers to run on a regular basis to ensure that the Data Catalog remains up- to- date, and the ability to use machine learning transforms to clean and prepare data for analysis.

Athena

________ is highly scalable and reliable, and is hosted in a multi- tenant environment that is designed to maintain high availability.

AWS Glue

________ is a fully managed ETL service that makes it easy for users to discover, transform, and prepare data for analytics.

AWS Glue

________ is a fully managed extract, transform, and load (ETL) service that makes it easy for customers to prepare and load their data for analytics.