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

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 Helsinki He Oslo Os St Stockholm OFFICES YoY GROWTH 8 30% Family of Companies Berlin Be Lo London Artificial Intelligence eCommerce & & Machine Learning Growth Hacking St Stuttgart Mu Munich

Who is this guy? Pr Principal Ar Architect & Technology y Ad Advi visor @ Fu Futurice   native, based in Cloud, DevOps, Security, Data Engineering & AI Reach out on: @bruno_amaro 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 @brunoamaroalmeida

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

AWS AWS vs vs GCP GCP vs vs Az Azure: : Dat Data a Eng ngineer neering ng / AI Ingest ETL Raw Storage Data Warehouse Machine Learning Analytics / BI • • • • • • AWS Kinesis AWS Glue / EMR AWS S3 AWS Redshift AWS AWS QuickSight SageMarker • • Google Pub/Sub Google Dataflow / DataProc • • • • Google Cloud Storage Google Cloud BigQuery Google Cloud Datalab Google Cloud Data Studio • • • • • • Power BI Azure Event Hubs Azure DataFactory / Azure Data Lake Storage Azure SQL Data Warehouse Azure ML Studio / Workbench DataBricks @bruno_amaro

AWS AWS vs vs GCP GCP vs vs Az Azure: : AI AI/M /ML AP API’s AI/ML Service APIs AI/ML Service APIs AI/ML Service APIs • AWS Lex • • Google Dialogflow Azure Bot Service • AWS Rekognition • • Google Vision API Azure Vision • AWS Translate • • Google Text-to-Speech API (ASR) Azure Speech • Translator Speech API, Bing Speech API • AWS Polly (TTS) • Google Speech-to-Text API • In preview: Speaker Recognition API, • AWS Transcribe (ASR) • Google Natural Language API (NPL) Custom Speech Service • AWS Textract (OCR) • Google Translation API • Azure Knowledge • AWS Comprehend (NPL) • • Google Video Intelligence API Azure Search • • AWS Forecast (Time-series forecast) • Bing News/Web/Image/Video/Custom Google Inference API (Time-series forecast) Search • Google Job Discovery • Azure Language • Google Cloud Genomics (Store and process • Language Understanding (LUIS), Bing genomes and related experiments ) Spell Check, Text Analytics, Translator Text API Source: Azure Source: AWS Source: Google Cloud @bruno_amaro

Ne News Media Websites (Fake vs vs Cr Credible)

We Website te Meta tadata ta Extr tracti tion Meth thods xvf xvfb-run run (…) wk wkhtmltoimage (…) lynx --dump lyn image-sc im scraper Pressure on Theresa May to resign will 'increase dramatically' following extension, warns David Davis + Review set for June 21 after Macron opposes 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 (…) @bruno_amaro

AWS Services • Rekognition En Enrich ch websi site metadata with AI/ I/ML API • Comprehend @bruno_amaro

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

AWS Comprehend for Sentiment Detection

AWS Comprehend for Sentiment Detection

AWS Comprehend for Sentiment Detection

AWS Comprehend for Sentiment Detection

Scale, Aggregate, Profit vs 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 Photo by Elijah O'Donnell on Unsplash

Interesting findings Te Text Categories / Entities (AWS) @bruno_amaro

Interesting findings Te Text Categories / Entities (Google Cloud) @bruno_amaro

Interesting findings Se Sentiment Analysis (A (AWS) S) @bruno_amaro

Interesting findings Se Sentiment Analysis (G (Google Cloud) @bruno_amaro

Interesting findings Im Image Reco cognition & Mo Modera ration Labels s (AWS) @bruno_amaro

Interesting findings Im Image Reco cognition & Safe Search rch Annotation (Google Cl Cloud ud) @bruno_amaro

Thank you! Kiitos! Danke! Bruno Almeida Tack! PRINCIPAL ARCHITECT & TECHNOLOGY ADVISOR Cloud, Security, DevOps, Data Engineering & AI Reach out on: @bruno_amaro @brunoamaroalmeida 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