Analytics & BI Services

Concetti di tecnologie e servizi cloud AWS

Alex Kuntz

Head of Cloud Curriculum, DataCamp

Introduction to data analytics

A flow chart showing large amounts of data turned into valuable insights.

  • Turning raw data into actionable insights
  • Iterative process
Concetti di tecnologie e servizi cloud AWS

Data analytics in AWS

Icons representing the different analytics services in AWS.

Concetti di tecnologie e servizi cloud AWS

Amazon Athena

Serverless, interactive analytics service for analyzing petabyte-scale data at source

Key features

  • Versatile data integration

  • Simplified pricing of paying per query

An architecture diagram explaining the working of Amazon Athena.

Concetti di tecnologie e servizi cloud AWS

Amazon QuickSight

Unified business intelligence service supporting interactive dashboards

A flow diagram showing data read into Amazon Athena.

Concetti di tecnologie e servizi cloud AWS

Amazon QuickSight

Unified business intelligence service supporting interactive dashboards

Key features

  • Automatic scaling without server setup

An architecture diagram explaining the working of Amazon Athena.

Concetti di tecnologie e servizi cloud AWS

Amazon QuickSight

Unified business intelligence service supporting interactive dashboards

Key features

  • Automatic scaling without server setup
  • Generative BI capabilities

An architecture diagram explaining the working of Amazon Athena.

Concetti di tecnologie e servizi cloud AWS

Amazon QuickSight

Unified business intelligence service supporting interactive dashboards

Key features

  • Automatic scaling without server setup
  • Generative BI capabilities
  • Paginated reports

An architecture diagram explaining the working of Amazon Athena.

Concetti di tecnologie e servizi cloud AWS

Amazon Kinesis

Enables the collection, processing, and analysis of data streams at scale

Key features

  • Real-time processing
  • Serverless infrastructure
  • Scalability

An icon showing real time leaderboards.

Concetti di tecnologie e servizi cloud AWS

Amazon Kinesis

Enables the collection, processing, and analysis of data streams at scale

Key features

  • Real-time processing
  • Serverless infrastructure
  • Scalability

An icon showing IoT sensor data processing.

Concetti di tecnologie e servizi cloud AWS

Amazon Kinesis

Enables the collection, processing, and analysis of data streams at scale

Key features

  • Real-time processing
  • Serverless infrastructure
  • Scalability

An icon showing improved data transfer speeds.

Concetti di tecnologie e servizi cloud AWS

Amazon Redshift

AI-powered, Massively Parallel Processing (MPP) cloud data warehouse for analytics

Key features

  • Achieve up to 6x better price performance
  • Zero-ETL approach
  • Secure collaboration and governance

An architecture diagram explaining the working of Amazon Redshift.

Concetti di tecnologie e servizi cloud AWS

Securing data with Amazon Macie

ML-driven data security service to enable sensitive data$^1$ discovery and protection

Key features

  • Automated discovery
  • Cost-efficient visibility
  • Reduce triage time with actionable reporting on sensitive data

An icon showing PII data.

1 PII: Personal Identifiable Information
Concetti di tecnologie e servizi cloud AWS

Securing data with Amazon Macie

ML-driven data security service to enable sensitive data$^1$ discovery and protection

Key features

  • Automated discovery
  • Cost-efficient visibility
  • Reduce triage time with actionable reporting on sensitive data

An icon representing compliance.

1 PII: Personal Identifiable Information
Concetti di tecnologie e servizi cloud AWS

Securing data with Amazon Macie

ML-driven data security service to enable sensitive data$^1$ discovery and protection

Key features

  • Automated discovery
  • Cost-efficient visibility
  • Reduce triage time with actionable reporting on sensitive data

An icon representing risk identification before data migration.

Concetti di tecnologie e servizi cloud AWS

AWS Glue

Serverless data integration service allowing the discovery, preparation and integration of data

Key features

  • Support both batch and streaming data

An icon showing batch and streaming data integration.

Concetti di tecnologie e servizi cloud AWS

AWS Glue

Serverless data integration service allowing the discovery, preparation and integration of data

Key features

  • Support both batch and streaming data
  • Prepare data for machine learning and deep learning

An icon showing data preparation for ML.

Concetti di tecnologie e servizi cloud AWS

AWS Glue

Serverless data integration service allowing the discovery, preparation and integration of data

Key features

  • Support both batch and streaming data
  • Prepare data for machine learning and deep learning
  • Serverless petabyte-scale capacity

An icon showing data preparation for ML.

Concetti di tecnologie e servizi cloud AWS

AWS Glue

Serverless data integration service allowing the discovery, preparation and integration of data

Key features

  • Support both batch and streaming data
  • Prepare data for machine learning and deep learning
  • Serverless petabyte-scale capacity

An icon showing simplification of ETL workflows.

Concetti di tecnologie e servizi cloud AWS

Creating an end-to-end data workflow

An icon showing a mobile application.

Concetti di tecnologie e servizi cloud AWS

Creating an end-to-end data workflow

A flow diagram showing connections from mobile application to S3 bucket through Amazon Kinesis.

Concetti di tecnologie e servizi cloud AWS

Creating an end-to-end data workflow

An architecture diagram explaining a partial analytics workflow in AWS.

Concetti di tecnologie e servizi cloud AWS

Creating an end-to-end data workflow

An architecture diagram explaining a partial analytics workflow in AWS.

Concetti di tecnologie e servizi cloud AWS

Creating an end-to-end data workflow

An architecture diagram explaining a complete analytics workflow in AWS.

Concetti di tecnologie e servizi cloud AWS

Creating an end-to-end data workflow

An architecture diagram explaining a complete analytics workflow in AWS.

Concetti di tecnologie e servizi cloud AWS

Let's practice!

Concetti di tecnologie e servizi cloud AWS

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