What can AWS tell us about fake and credible news media websites? - - PowerPoint PPT Presentation

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What can AWS tell us about fake and credible news media websites? - - PowerPoint PPT Presentation

Apr 26, 2023 549 likes •792 views

What can AWS tell us about fake and credible news media websites? Bruno Amaro Almeida | 9 Sept 2019 @bruno_amaro Community Day 2019 Sponsors FUTURE. CO-CREATED. Nordic Roots, Global Mindset PEOPLE NATIONALITIES 550+ 38 Ta Tampere

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What can AWS tell us about fake and credible news media websites?

Bruno Amaro Almeida | 9 Sept 2019

Community Day 2019 Sponsors

@bruno_amaro

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He Helsinki Ta Tampere St Stockholm Os Oslo Lo London Be Berlin Mu Munich

Nordic Roots, Global Mindset

  • FUTURE. CO-CREATED.

PEOPLE

550+

NATIONALITIES

38

OFFICES

8

YoY GROWTH

30%

Family of Companies

eCommerce & Growth Hacking Artificial Intelligence & Machine Learning

St Stuttgart

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SLIDE 3 B E R L I N · H E L S I N K I · L O N D O N · M U N I C H · O S L O · S T O C K H O L M · T A M P E R E

Who is this guy?

Pr Principal Ar Architect & Technology y Ad Advi visor @ Fu Futurice native, based in Cloud, DevOps, Security, Data Engineering & AI

@brunoamaroalmeida @bruno_amaro Reach out on:

 

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AI & Analytics Capabilities

Dat Data a Eng ngineer neering ng (ingest, prepare, transform, analyze) AI AI/ML Pl Platform (build, train, deploy) AI AI/ML AP API’s (pre-trained models, serverless, out of the box)

@bruno_amaro

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AWS AWS vs vs GCP GCP vs vs Az Azure: : Dat Data a Eng ngineer neering ng / AI

Ingest ETL Raw Storage

  • AWS Kinesis

Analytics / BI

  • AWS Glue / EMR
  • AWS S3
  • AWS QuickSight

Machine Learning

  • AWS

SageMarker Data Warehouse

  • AWS Redshift
  • Google Pub/Sub
  • Google Dataflow / DataProc
  • Google Cloud Storage
  • Google Cloud Data

Studio

  • Google Cloud Datalab
  • Google Cloud BigQuery
  • Azure Event Hubs
  • Azure DataFactory /

DataBricks

  • Azure Data Lake Storage
  • Power BI
  • Azure ML Studio / Workbench
  • Azure SQL Data Warehouse

@bruno_amaro

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AWS AWS vs vs GCP GCP vs vs Az Azure: : AI AI/M /ML AP API’s

Source: AWS

  • AWS Lex
  • AWS Rekognition
  • AWS Translate
  • AWS Polly (TTS)
  • AWS Transcribe (ASR)
  • AWS Textract (OCR)
  • AWS Comprehend (NPL)
  • AWS Forecast (Time-series forecast)

AI/ML Service APIs AI/ML Service APIs AI/ML Service APIs

  • Google Dialogflow
  • Google Vision API
  • Google Text-to-Speech API (ASR)
  • Google Speech-to-Text API
  • Google Natural Language API (NPL)
  • Google Translation API
  • Google Video Intelligence API
  • Google Inference API (Time-series forecast)
  • Google Job Discovery
  • Google Cloud Genomics (Store and process

genomes and related experiments )

  • Azure Bot Service
  • Azure Vision
  • Azure Speech
  • Translator Speech API, Bing Speech API
  • In preview: Speaker Recognition API,

Custom Speech Service

  • Azure Knowledge
  • Azure Search
  • Bing News/Web/Image/Video/Custom

Search

  • Azure Language
  • Language Understanding (LUIS), Bing

Spell Check, Text Analytics, Translator Text API

Source: Google Cloud Source: Azure

@bruno_amaro

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Ne News Media Websites (Fake vs vs Cr Credible)

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We Website te Meta tadata ta Extr tracti tion Meth thods

Pressure on Theresa May to resign will 'increase dramatically' following extension, warns David Davis + Review set for June 21 after Macron

  • pposes long delay

+ EU already talking about possibility of further extension + Britain's EU ambassador formally accepts extension [51]ReconstructionHow Emmanuel Macron raged against Britain's chaotic [52]Janet DaleyAny Brexit solution with Theresa May in post is impossible - [53]How long does the PM have left after being forced to accept a six month (…)

xvf xvfb-run run (…) wk wkhtmltoimage (…) lyn lynx --dump im image-sc scraper

@bruno_amaro

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En Enrich ch websi site metadata with AI/ I/ML API

@bruno_amaro AWS Services

  • Rekognition
  • Comprehend
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En Enrich ch websi site metadata with AI/ I/ML API

@bruno_amaro

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AWS Comprehend for Sentiment Detection

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AWS Comprehend for Sentiment Detection

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AWS Comprehend for Sentiment Detection

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AWS Comprehend for Sentiment Detection

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SLIDE 15 B E R L I N · H E L S I N K I · L O N D O N · M U N I C H · O S L O · S T O C K H O L M · T A M P E R E

Scale, Aggregate, Profit vs

Photo by Elijah O'Donnell on Unsplash

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Te Text Categories / Entities (AWS)

Interesting findings

@bruno_amaro

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Te Text Categories / Entities (Google Cloud)

Interesting findings

@bruno_amaro

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Se Sentiment Analysis (A (AWS) S)

Interesting findings

@bruno_amaro

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Se Sentiment Analysis (G (Google Cloud)

Interesting findings

@bruno_amaro

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Im Image Reco cognition & Mo Modera ration Labels s (AWS)

Interesting findings

@bruno_amaro

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Im Image Reco cognition & Safe Search rch Annotation (Google Cl Cloud ud)

Interesting findings

@bruno_amaro

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Thank you! Kiitos! Danke! Tack!

B E R L I N · H E L S I N K I · L O N D O N · M U N I C H · O S L O · S T O C K H O L M · T A M P E R E

Bruno Almeida

PRINCIPAL ARCHITECT & TECHNOLOGY ADVISOR

Cloud, Security, DevOps, Data Engineering & AI @brunoamaroalmeida @bruno_amaro Reach out on: