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Welcome to the official atoti Notebooks Gallery!

atoti

Checkout the atoti repository for more info.

Shortcuts

By industry

administrative, airline, digital-marketing, energy, finance, food processing, healthcare, info-tech, insurance, pharmaceutical, retail, social, social media, sport, telco

By use case

customer churn, cross selling, drug testing, digital-marketing, environmental, fraud detection, guides, inventory management, margin optimization, network-analsys, object detection, pricing strategy, price elasticity, product classification, productionizing, regtech, return forecasting, risk management, sales-commission, sales-cube, sentiment analysis, supply chain, topic analysis, trading

By atoti features

endpoints, excel - xmla connector, kafka, model comparison, real-time, subpopulation-analysis, vector aggregation, multidimensional analysis, what-if

By Atoti+ features

Custom Web Application, Security Implementation

By data science topics

bayes, Faster R-CNN, hypothesis testing, k-means clustering, logistic regression, neural network, nlp, statistics, time series forecasting, SVM, XGBoost

Notebooks

Notebooks	Industry	Use Case	atoti Features	Data Science Topics
Airline Industry	airline	revenue analysis	what-if scenarios analysis
Automatic cube creation			multidimensional analysis
Burrito Dashboard	food processing
Collateral Shortfall Forecast	finance	Collateral Shortfall monitoring, asset management	What-if scenarios, model comparison	Time Series Forecast
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
Currency Conversion		guides
Currency Conversion with Weighted Averages		guides
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
Exploring Pokémon Battles with atoti		guides	Endpoints, custom web application
Excel and atoti	tools	guides	Excel - XMLA 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
French presidential election 2022	politics	guide, productionizing
FRTB SBM	finance	regtech
GeoPricing	retail	pricing strategy, product classification, margin optimization		k-means clustering
HR Dashboard	administrative	guides
IFRS 9	finance	regtech
Intenet of Things Network Analysis	info-tech	network-analysis
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
Price Elasticity of Demand	insurance	price elasticity	what if, scenario simulations	XGBoost
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
Security-implementation		guides	Security
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
Weighted Averages		guides
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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Shortcuts

By industry

administrative

• HR Dashboard
• Veteran Employment

airline

• Airline Industry

digital-marketing

• Digital Marketing Dashboard

energy

• solar

finance

• 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

food processing

• Burrito dashboard
• Food processing
• Wine analytics

healthcare

• Interactive hypothesis testing for anti-anxiety medicine

info-tech

• Intenet of Things Network Analysis

insurance

• Customer 360
• Price Elasticity of Demand
• Subpopulation Analysis to see if model can be put into Production

pharmaceutical

• Interactive hypothesis testing for anti-anxiety medicine

retail

• GeoPricing
• Pricing simulations around product classes
• Sales Commission

social

• Profiling Data
• World Population

social media

• Forecasting Cryptocurrency returns with Twitter sentiment
• NLP exploration with Reddit data

sport

• Video assistant referee impact in soccer premier league
• COVID-19 Season Impact on Baseball Stats
• Formula one

telco

• Customer Churns

By use case

customer churn

• Customer Churns

cross-selling

• Subpopulation Analysis to see if model can be put into Production

digital-marketing

• Digital Marketing Dashboard

data profiling

• Profiling Data

drug testing

• Interactive hypothesis testing for anti-anxiety medicine

environmental

• solar

fraud detection

• Credit card fraud detection

guides

• Currency Conversion
• Currency Conversion with Weighted Averages
• Excel and atoti
• French presidential election 2022
• HR Dashboard
• Multidimensional analysis
• Security-implementation
• Topcount
• Rollup hierarchy with Treelib and atoti
• Veteran Employment
• Weighted Averages

inventory management

• Food processing

margin optimization

• GeoPricing
• Pricing simulations around product classes

network-analysis

• Intenet of Things Network Analysis

pricing strategy

• GeoPricing
• Pricing simulations around product classes

product classification

• GeoPricing
• Pricing simulations around product classes

product productionizing

• French presidential election 2022

regtech

• FRTB SBM
• SA-CCR
• Stressed VaR Calibration
• Value at Risk
• Value at Risk benchmark template
• IFRS 9

return forecasting

• Forecasting Cryptocurrency returns with Twitter sentiment

risk management

• Collateral shortfall monitoring
• Real-time risk dashboard
• SA-CCR
• Stressed VaR Calibration
• Value at Risk
• Value at Risk benchmark template
• XVA

supply chain

• Food processing

sentiment analysis

• Forecasting Cryptocurrency returns with Twitter sentiment

topic analysis

• NLP exploration with Reddit data

trading

• Collateral shortfall monitoring
• PnL Explained
• Real-time risk dashboard
• XVA

By atoti features

endpoints

• Exploring Pokémon Battles with atoti
• Security-implementation

excel xmla connector

• Excel and atoti

kafka

• Real-time risk dashboard

model comparison

• Credit card fraud detection
• Customer Churns

multidimensional analysis

• Automatic cube creation
• Multidimensional analysis
• Digital Marketing Dashboard
• Sales Commission
• Sales Cube

real-time

• Credit card fraud detection
• Object Dectection
• Real-time risk dashboard
• XVA

subpopulation analysis

• Subpopulation Analysis to see if model can be put into Production

what-if

• Price Elasticity of Demand

vector aggregation

• Food processing
• Stressed VaR Calibration
• Value at Risk
• Value at Risk benchmark template

By Atoti+ features

Custom Web Application

• Exploring Pokémon Battles with atoti

Security Implementation

• Security-implementation

By data science topics

autoML

• Credit card fraud detection

bayes

• Customer Churns

Faster R-CNN

• Object Dectection

hypothesis testing

• Forecasting Cryptocurrency returns with Twitter sentiment
• Interactive hypothesis testing for anti-anxiety medicine

k-means clustering

• GeoPricing
• Pricing simulations around product classes

logistic regression

• Customer Churns

neural network

• Food processing

nlp

• NLP exploration with Reddit data

statistics

• Interactive hypothesis testing for anti-anxiety medicine

time series forecasting

• Food processing
• Forecasting Cryptocurrency returns with Twitter sentiment

SVM

• Customer Churns

XGBoost

• Price Elasticity of Demand