terasco / notebooks Goto Github PK

1. Front Office

   
   

   indicates requires Atoti+

   Notebooks	Related media
   cumulative-pnl	📰 Dynamic Performance Analytics: Handling of non-linear aggregation
   pnl-explained	📰 PnL Explained with atoti
   real-time-risk	📰 Implementing real-time sources with atoti
   	📰 Real-time risk analytics with atoti

   
   

2. Risk Management

   
   

   • Credit Risk

     
     

     indicates requires Atoti+

     Notebooks	Related media
     ifrs9	📰 IFRS 9 Data Viz: ECL, PD Analytics and the Vintage Matrix
     	📰 Tutorial: How to build an IFRS 9 solution with Python and atoti
     sa-ccr	📰 SA-CCR with python and atoti
     xva	📰 Interactive xVA analytics with Python and atoti
     collateral-shortfall-forecast	📰 Collateral Modelling and Simulation Using atoti and Machine Learning

     
     

   • Market Risk

     
     

     indicates requires Atoti+

     Notebooks	Related media
     sbm	📰 Faster Algorithm for FRTB SBM Risk Aggregation
     stressed-var-calibration	📰 Market risk analytics in python: Interactive rolling VaR
     pnl-explained	📰 PnL Explained with atoti
     value-at-risk

     
     

   • Operational Risk

     
     

     indicates requires Atoti+

     Notebooks	Related media
     credit-card-fraud-detection	📰 Part 1: Investigating fraudulent transactions real-time with atoti
     	📰 Part 2: Fraud detection with Faker and PyCaret

     
     

   
   

3. Treasury

   
   

   indicates requires Atoti+

   Notebooks	Related media
   collateral-shortfall-forecast	📰 Collateral Modelling and Simulation Using atoti and Machine Learning
   collateral-shortfall-monitoring	📰 Rapid collateral modelling and simulation with atoti

   
   

4. Insurance

   
   

   indicates requires Atoti+

   Notebooks	Related media
   customer 360	📰 Customer 360: How it can be achieved with atoti
   price-elasticity	📰 Unravel price elasticity of demand with atoti

   
   

indicates requires Atoti+

Notebooks	Related media
airline-industry	📰 Meghana and Gauri: Explaining OLAP concepts with practical examples
	Vizathon 2021 ,Coronavirus Visualization Team,Harvard University
baseball
bike-sales	Bike Sales Data - Europe
	Bike Sales Data - North America
burritos	Building a Burrito Dashboard - Data Science Project from Scratch with atoti
ca-solar	📰 California wildfires and solar irradiance
christmas-nyan
col-data-profile	Why is Data Profiling Important for Data Scientists? A how-to using atoti
customer-churn (could be adapted for insurance)	📰 Analysing impact of different churn prediction models on Business
	Video: Telecom Customer Churn Prediction Anaysis
digital-marketing-dashboard	📰 Boost Your Digital Marketing Strategy with a Dashboard
	Digitial Marketing Dashboard
drug-efficacy	📰 Interactive hypothesis testing for anti-anxiety medicine
	Interactive hypthesis testing for anti-anxiety medicine
food-processing	📰 A novel approach to inventory management
formula-one	📰 How data science could turn Felipe Massa a F1 world champion
french-presidential-election
geopricing	📰 Data science & multidimensional analysis: the recipe to create optimal pricing strategies
	Retail Geopricing
global-covid-data	Introductory Course - North America
	Introductory Course - Europe
	Introductory Course - Asia
hr-dashboard
influencers-analysis
iot-load	📰 IoT device traffic to demonstrate office personnel traffic
object-detection	📰 Real-Time Masked Face Detection using Detectron2
	📰 Using Deep Learning for Covid-19 Infection Risk Assessment
	Combining Deep Learning and atoti to detect Covid-19
pokemon	📰 Exploring OLAP with atoti and Pokemon
pricing-simulations-around-product-classes	📰 Data dive: How to improve pricing strategies with a set of checkout receipts?
	Retail Pricing Optimization
reddit	📰 Data scraping with PRAW
	📰 NLP with spaCy
	📰 Data analytics with atoti
sales-commission	📰 Sales commission – Breaking down the variable cost
sales_cube	📰 Building a Sales Cube in atoti
sub-population-analysis
twitter	📰 How to scrape Twitter for sentiment analysis
	📰 Mining Cryptocurrency with CoinGecko API
	📰 A time series analysis using VAR
var-impact-in-premier-league	📰 Data Simulations in Python: EPL scores without VAR
veteran-emp
wildfire-prediction	📰 Prediction of Wildfire Using Machine Learning
wine-analytics	How to Create a Data Visualization in Jupyter Notebook Using atoti
world-population

indicates requires Atoti+

Notebooks	Related media
auto-cube	📰 Create a Python web application with a few clicks
currency-conv-with-weighted-ave
currency-conversion	📰 Currency conversion with atoti
multidimensional-analysis	📰 Why do we need multidimensional analysis?
rollup-hierarchies	📰 Building Rollup Hierarchies in Python with Treelib and atoti
var-benchmark
weighted-averages	📰 Weighted averages with atoti
security-implementation	📰 Guide to Auth0 setup for Security implementation with Atoti+
	📰 Different authentication mechanisms to secure your atoti session
topcount	📰 Top count in Jupyter notebook: atoti vs Pandas + Matplotlib
excel-and-atoti	atoti & Excel - Asia
	atoti & Excel - Europe