Welcome to the official atoti Notebooks Gallery!
Checkout the atoti repository for more info.
administrative, airline, energy, finance, food processing, healthcare, insurance, pharmaceutical, retail, social, social media, sport, telco
customer churn, cross selling, drug testing, environmental, fraud detection, guides, inventory management, margin optimization, object detection, pricing strategy, product classification, regtech, return forecasting, risk management, 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 | |
| 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 | ||
| 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