Don't forget to register for a developer account on FusionFabric.cloud using the code HACK2020, so you can get started with access to Finastra's APIs and datasets.
We have a slack channel where you can connect with Data & AI mentors, as well as ask questions, and get technical support from Finastra and Devpost teams.
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SYNTHETIC DATASETS FROM FINASTRA
AI/Machine Learning videos
Introduction to Artificial Intelligence
Machine learning use cases: Overview of different use cases of machine learning to solve business cases
Machine learning hands on: build a model: Solve a business case building machine learning model
Machine learning hands on: improve your model: Improve your model performances
Use case of Artificial Neural Network: Detect Ships in images. A little step in order to get live information of commodities, oil exchange for real to feed financial model
OPEN DATA REGISTRY BY AWS
You can access the Open Data Registry by AWS here https://registry.opendata.aws/
Example Data Sets:
- Amazon Sustainability Data Initiative: https://registry.opendata.aws/collab/asdi/
- Gabriella Miller Kids First Pediatric Research Program: https://registry.opendata.aws/kids-first/
- Common Crawl: https://registry.opendata.aws/commoncrawl/
- COVID-19 Open Research Dataset (CORD-19): https://registry.opendata.aws/cord-19/
- COVID Job Impacts - US Hiring Data Since March 1 2020: https://registry.opendata.aws/us-hiring-rates-pandemic/
- The Multilingual Amazon Reviews Corpus: https://registry.opendata.aws/amazon-reviews-ml/
- Software Heritage Graph Dataset: https://registry.opendata.aws/software-heritage/
- Smithsonian Open Access: https://registry.opendata.aws/smithsonian-open-access/
- NOAA Space Weather Forecast and Observation Data: https://registry.opendata.aws/noaa-space-weather/
- NLP - fast.ai datasets: https://registry.opendata.aws/fast-ai-nlp/
- Image classification - fast.ai datasets: https://registry.opendata.aws/fast-ai-imageclas/
- Image localization - fast.ai datasets: https://registry.opendata.aws/fast-ai-imagelocal/
- Multimedia Commons: https://registry.opendata.aws/multimedia-commons/
- High Resolution Population Density Maps + Demographic Estimates by CIESIN and Facebook: https://registry.opendata.aws/dataforgood-fb-hrsl/
DATA EXCHANGE BY AWS
You can access the data exchange by AWS here (AWS logon required): https://aws.amazon.com/data-exchange/
Example Free Data Sets (see all here: https://console.aws.amazon.com/dataexchange/home):
- Tabelau Coronavirus (COVID-19) Data Hub: https://aws.amazon.com/marketplace/pp/prodview-a5mqede4xd4c4
- FourSquare COVID-19 Foot Traffic Data: https://aws.amazon.com/marketplace/pp/prodview-cjhkgxpn6vcce
- Rearc USA Hospital Beds - COVID-19 | Definitive Healthcare: https://aws.amazon.com/marketplace/pp/prodview-yivxd2owkloha
- People Data Labs Company Dataset: https://aws.amazon.com/marketplace/pp/prodview-3mk2hfwewisgg
- OnPoint Historical Weather Data: https://aws.amazon.com/marketplace/pp/prodview-cigja6adv533o
- Highland Math Covid19 Impact and Discourse: https://aws.amazon.com/marketplace/pp/prodview-5kmbulvwt5pfq
- Breezo Monthly Air Quality: JPN | US | GB | AUS | CAN
- Daily Allergy/Pollen Weather Index - US Zip Codes: https://aws.amazon.com/marketplace/pp/prodview-z63nlxnpodeus
- Long-Range Forecast Weather Data - Global City/Station: https://aws.amazon.com/marketplace/pp/prodview-wbuuretid73x4
- Smart Data US Unemployment Rate by State: https://aws.amazon.com/marketplace/pp/prodview-ysvaxsegjgqkm
- ESG News Sentiment Dataset: https://aws.amazon.com/marketplace/pp/prodview-ulgkh5lahycwi
- Sovereign Debt ESG Risk Indices – Maplecroft Financial Sector Risk: https://aws.amazon.com/marketplace/pp/prodview-ul2y3db2s56e2