From data science to collaborative analytics.

What is atoti

atoti combines a data visualization platform with an aggregation engine. It’s a bit like Power BI and pandas, available from a Python notebook, with native multidimensional and what-if analysis support.

What users say:

Great python lib for exploratory data analysis, kinda your own small #Tableau right within #Jupyter notebook. Very serious backend behind, efficient RAM management (in-memory cube).

Julien LaugelChief Data Scientist

atoti highlights

  • Analyze millions of rows on your laptop and up to several terabytes in the cloud
  • Create what-if scenarios and compare them side by side
  • Enable multi-dimensional analysis with OLAP cubes
  • Visualize data in interactive widgets without coding from Jupyter notebook
  • Share results with peers and partners
  • Explore data from atoti’s dashboarding web application or Excel

Analyze, explore and visualize freely

Use cases

IFRS 9 Data Viz: ECL, PD Analytics and the Vintage Matrix

IFRS 9 portfolio analytics with Python and atoti In this post I would like to ...
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Tutorial: How to build an IFRS 9 solution with Python and atoti

IFRS 9 portfolio analytics with atoti This blog provides a guide on how to address ...
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Top Twitter Topics by Data Scientists #4: New Releases in R, Innovative AI Applications & GameStop Shares Skyrocketing

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If you're looking for an in-depth article on fine-tuning language models, this is it. Great work @seb_ruder 👍

Have you ever had a ML model fail when put into production - and why?

We wrote about how to prevent the ultimate model to fail using subpopulation analysis. Read it here

#ML #MLAlgorithm #MachinLearning #blogging

Trending in the data science community this week: 100+ ML algorithms that you should know, 7 ethical questions on AI, and @NASAPersevere Mars landing - woohoo!

Full article:

#DataSciencenews @NASAMars @andi_staub @YvesMulkers @terence_mills

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atoti works with

atoti leverages several technologies such as Python, Java, Javascript and uses Conda for distribution.
It works with all major notebooks, with enhanced features for Jupyter and SageMaker.
Run it on your laptop, server or in any cloud environment.