Welcome to the official atoti Notebooks Gallery!
Checkout the atoti repository for more info.
administrative, airline, digital-marketing, energy, finance, food processing, healthcare, insurance, pharmaceutical, retail, social, social media, sport, telco
customer churn, cross selling, drug testing, digital-marketing, environmental, fraud detection, guides, inventory management, margin optimization, object detection, pricing strategy, product classification, regtech, return forecasting, risk management, sales-commission, sales-cube, sentiment analysis, supply chain, topic analysis, trading
kafka, model comparison, real-time, subpopulation-analysis, vector aggregation, multidimensional analysis
bayes, Faster R-CNN, hypothesis testing, k-means clustering, logistic regression, neural network, nlp, statistics, time series forecasting, SVM
Notebooks | Industry | Use Case | atoti Features | Data Science Topics |
---|---|---|---|---|
Airline Industry | airline | revenue analysis, what-if scenarios | ||
Burrito Dashboard | food processing | |||
Collateral shortfall monitoring | ||||
COVID-19 Season Impact on Baseball Stats | sport | rule what-if | ||
Credit card fraud detection | finance | fraud detection | real time, model comparison | autoML |
Customer Churns | telco | customer churn | model comparison | bayes, SVM, logistic regression |
Customer 360 | insurance | Customer 360 | sql connector | |
Digital Marketing Dasboard | digital-marketing | Digital Marketing Dasboard | multidimensional analysis | |
Food processing | food processing | inventory management, supply chain | vector aggregation | time series forecasting, neural network |
Forecasting Cryptocurrency returns with Twitter sentiment | social media | sentiment analysis, return forecasting | time series forecasting, hypothesis testing | |
Formula one | sport | rule what-if | ||
FRTB SBM | finance | regtech | ||
GeoPricing | retail | pricing strategy, product classification, margin optimization | k-means clustering | |
HR Dashboard | administrative | guides | ||
IFRS 9 | finance | regtech | ||
Interactive hypothesis testing for anti-anxiety medicine | pharmaceutical, healthcare | drug testing | hypothesis testing, statistics | |
Multidimensional analysis | guides | |||
NLP exploration with Reddit data | social media | topic analysis | nlp | |
PnL Explained | finance | trading | ||
Object Detection | face detection | real time | Faster R-CNN | |
Pricing simulations around product classes | retail | pricing strategy, product classification, margin optimization | k-means clustering | |
Profiling Data | social | data profiling | ||
Real-time risk dashboard | finance | trading, risk management | kafka, real-time | |
Rollup Hierarchies with Treelib and atoti | guides | |||
SA-CCR | finance | risk management, regtech | ||
Sales-commission | retail | sales | multidimensional analysis, non-linear aggregation | |
Sales-cube | sales cube | multidimensional analysis | ||
Stressed VaR Calibration | finance | risk management, regtech | vector aggregation | |
Solar | energy | environmental | ||
Subpopulation Analysis | insurance | cross selling | subpopulation analysis | |
Topcount | guides | |||
Value at Risk | finance | risk management, regtech | vector aggregation | |
Value at Risk benchmark template | finance | risk management, regtech | vector aggregation | |
Veteran Employment | administrative | guides | ||
Video assistant referee impact in soccer premier league | sport | rule what-if | ||
Wine analytics | food processing | |||
World Population | social | rule what-if | ||
XVA | finance | trading, risk management, rule what-if | kafka, real-time |
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- Collateral shortfall monitoring
- FRTB SBM
- PnL Explained
- Real-time risk dashboard
- SA-CCR
- Stressed VaR Calibration
- Value at Risk
- Value at Risk benchmark template
- IFRS 9
- XVA
- Video assistant referee impact in soccer premier league
- COVID-19 Season Impact on Baseball Stats
- Formula one
- HR Dashboard
- Multidimensional analysis
- Topcount
- Rollup hierarchy with Treelib and atoti
- Veteran Employment
- Collateral shortfall monitoring
- Real-time risk dashboard
- SA-CCR
- Stressed VaR Calibration
- Value at Risk
- Value at Risk benchmark template
- XVA