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Contributing to atoti notebook gallery
Share your atoti use case with our community If you haven’t heard...
Integrating an External Portfolio Optimizer with atoti
Given a portfolio and an optimizer, can we find a ‘better’ portfolio...
Access control with Atoti+
Restrict viewing rights up to data level In this article, we explore...
What’s new in atoti version 0.7.0?
As always, we’re working hard to deliver a great product. Check out...
Malek Zaidi: Making actual impact as an intern
Using atoti instead of Excel for business analytics Most companies hiring interns...
Create a Python web application with a few clicks
Experience multi-dimensional data analytics with atoti in Binder I’m extremely excited to...
atoti: Your license has expired
Simply upgrade your atoti library to continue using This article will address...
IoT device traffic to demonstrate office personnel traffic
IoT, or internet of things, refers to the world of devices or...
Everything you need to know about RDBMS vs. OLAP
This article will explore the two big players in the data processing...
Exploring OLAP with atoti and Pokemon
Analyzing Pokemon Fight Data — Which is the strongest Pokemon of them...
Do you know what changed in the latest version of atoti?
We recently released atoti 0.6.5. The latest version of atoti comes with...
atoti v0.6.5: Make way for more intuitive programming
Comes with concise functional calls to improve your coding experience I remember...
Data Democratization
As a range of tools aimed at supporting data accessibility spring up,...
Data analytics: Importance of time from project inception to output
Piyumal: on the road to streamlining legacy operations with atoti The atoti...
Collateral Modelling and Simulation Using atoti and Machine Learning
See How we Use atoti to simulate and Visualize ML-Based Collateral Shortfall...
Unravel price elasticity of demand with atoti
In this article, we will use the price elasticity of the demand-based...
Dynamic Performance Analytics: Handling of non-linear aggregation
I am a quantitative analyst for ActiveViam. In this blog, I will...
Sales commission - Breaking down the variable cost
Benefits of using a multi-dimensional cube to track your sales payouts When...
Credit card fraud detection with synthetic data and AutoML
Part 2: Fraud detection with Faker and PyCaret This article is the...
Credit card fraud detection with synthetic data and AutoML
Part 1: Investigating fraudulent transactions in real-time with atoti Credit card fraud...
Understanding Climate Risk with Anne Gruz
Based on her expertise in financial risks and her commitment to climate...
Boost Your Digital Marketing Strategy with a Dashboard
Digital marketing is ubiquitous. Learn how you can get real and tangible...
Real-Time Masked Face Detection using Detectron2
Fine-Tuning a Detectron2 Model to Detect Faces Wearing a Covid Mask in...
Customer 360: How it can be achieved with atoti
Tearing down data silos to provide a unified view of the customer...
Complementing RDBMS with multidimensional analysis
Create an OLAP cube from your relational database with minimal ETL effort...
Gopu Pillai: Shortest time to conclude PoC for Enterprise software
Discovering atoti as a self-service BI tool Gopu Pillai is a Business...
California wildfires and solar irradiance
California wildfires are increasingly intense. Understanding how these wildfires impact everything from...
Using Deep Learning for Covid-19 Infection Risk Assessment
See How We use an AI-based Solution to Detect Masked Faces in...
Secure dashboards with access control on the data: atoti to Atoti+
Going beyond multidimensional analysis with Python While many data scientists or analysts...
OLAP’s promising path forward
Much has been said about the longevity of OLAP. Here’s how ActiveViam...
Interactive xVA analytics with Python and atoti
Hello, I’m a quantitative analyst at ActiveViam and in this blog, I’d...
Why do we need multidimensional analysis?
Multidimensional analysis gives the ability to view data from different viewpoints. This...
Meghana and Gauri: Explaining OLAP concepts with practical examples
Why atoti is a good fit for their needs I came across the...
“I was able to do everything in the same Jupyter notebook just using atoti” - Tasneem Ahmed
Faced with creating an NLP text to query exploration of storm data...
How to leverage BI tools to communicate effectively with tech and business users alike
As business or data analysts, there are times when we are presented...
Introductory guide to atoti BI web application
How often were you tasked to turn over a functional, self-service dashboard...
Viewing AI from an artistic perspective with Li Xiao'an
Art is a better way to experience something mathematical AI in the...
Li Xiao'an: Strategizing AI solutions in the music industry
The need for non-technical subject matter experts in data science Known as Xiao’an — Composer,...
Upgrade Notebooks to atoti v0.6.0
The latest version of atoti is big, with many breaking changes.  This...
Raising up the next generation of Data Scientists with Ayodele Odubela
Ayodele is very up front about how she made her journey, and...
What’s new in atoti v0.6.0: Improved Simulations
Measure simulations and scenarios have been streamlined, allowing for greater flexibility As...
What's New in atoti v0.6.0: Performance Upgrades
Expect many changes as part of the latest upgrade in atoti, including...
Dismantling bias in ML/AI with Ayodele Odubela
Machines are learning our biases and she is on a mission to...
Synthetic data generation: test your proof of concept, without the data!
In this article, learn one of the sought out skills for data...
Getting a voice heard: Ravit Jain
Influencing data science without data science By trade, he’s not a data scientist,...
Building a Sales Cube in atoti
We build a sales cube on top of automobile Data from the...
Pratham Prasoon: Adapting to a new way of learning
Sharing the readily available online resources that allow for self-learning Like everyone...
Pratham Prasoon: Age is only a number when it comes to Data Science
Sharing his journey to point others in the right direction A lot...
"Open Source is a win-win for everyone" - Philip Vollet
‘One of the benefits of growing an open-source product is the community...
The How-tos of atoti Dashboards
Follow us as we will walk you through the process of creating,...
To the Big Tech out there: Africa needs knowledge development, not just 'another job'
Exploring ways to improve Africa’s digital landscape with Mabu Manaileng As the...
Mabu Manaileng: Setting trends with AI and ML in Africa with Datawizzards
Envisioning a level playing field for all Many African’s leave the country to...
Serious business between the spreadsheets: Susan Walsh
How to build and grow a business around data When times get...
Fixing ‘dirty data’ with Susan Walsh, the Classification Guru
Data classification gives visibility that uncovers fraud, rook spending or mismatched data...
Christina Stathopoulos: How an introvert became a great public speaker
Challenge your own weaknesses If you haven’t seen Christina Stathopoulos speak, here’s...
Everything from the #bookaweekchallenge to the #IamRemarkable initiative: Christina Stathopoulos speaks out
Always supporting initiatives to build a more inclusive community The definition of...
Topic Modeling On Twitter Using Sentence BERT
Follow along as we extract topics from Twitter data using a revisited...
Is ClickHouse really that fast? a friendly comparison with atoti
A Value-at-Risk benchmark where atoti appears consistently five times faster than ClickHouse...
A New Paradigm: Identifying and Managing Climate Risk in Loan Portfolios
Central banks have begun requiring the banks they regulate to perform stress...
Interview with Danny Ma Part 2: building a data science community from scratch
Mentoring the next generation of data science mentors I always thought Danny...
Interview with Danny Ma Part 1: how to get into data science
Follow Danny on his self-taught data science journey If you want to...
How to reduce machine learning bias
Machine learning and artificial intelligence are becoming more and more ubiquitous and...
A starter kit to dockerize a Business Intelligence Project
Customize atoti Dockerfile for quick deployment Docker is one of the leading open-source...
Storing your own Docker image on the cloud with Amazon ECR
Managing container images for cloud deployment Docker image is like a process...
The Ultimate deployment guide for atoti on AWS with Amazon EC2
How to run and share your atoti BI app In a previous...
How to Deploy Docker image for BI Dashboards in AWS
Deploy containerized Business Intelligence web application using Amazon ECS Dockerizing a project...
Why Machine Learning models might fail in production
This article shall be covering methodologies to do a quality check on...
IFRS 9 Data Viz: ECL, PD Analytics and the Vintage Matrix
IFRS 9 portfolio analytics with Python and atoti In this post I...
Tutorial: How to build an IFRS 9 solution with Python and atoti
IFRS 9 portfolio analytics with atoti This blog provides a guide on...
The creative value of automation with James Briggs
Automation doesn’t take people’s jobs. It helps people focus on the more...
Top Twitter Topics by Data Scientists #1: Free Resources, AI Threats & Capitol Riots
Every week we analyze the most discussed topics on Twitter by Data...
When to perform a Feature Scaling?
In this article, we shall discuss one of the ubiquitous steps in...
“Ladies, speak up for yourself!” Parul Pandey on women in data science
I want to encourage women to compete in a field that is...
Time-series forecasting with a deep learning model
Perform probabilistic time series forecast from a deep learning model and perform...
How to solve the zero-frequency problem in Naive Bayes?
Question: I’m trying to implement a Naive Bayes model following the Bayes’...
Why put your ML results into a dashboard
Naïve question from a novice While trying to perform a time-series analysis,...
A novel approach to inventory management
In this article, we will explore a method to tackle the issue...
Using Twitter to forecast cryptocurrency returns #3 - A time series analysis using VAR
Find out which features can forecast the returns with Granger Causality Test...
Using Twitter to forecast cryptocurrency returns #2 - Mining Cryptocurrency with CoinGecko API
Gearing up for returns forecasting with VAR Caption: Screen grab from CoinGecko...
Using Twitter to forecast cryptocurrency returns #1 - How to scrape Twitter for sentiment analysis
80/20 data science dilemma: tough working on Twitter sentiment When my manager...
23 times faster than Qlik: Simulating a Market Price Index in the Tyre Industry
Being able to elaborate a dynamic Market Price Index, to monitor over...
What is data leakage? And how to mitigate it?
‘Data leakage’ is a ubiquitous term associated with predictive modeling and is...
Faster Algorithm for FRTB SBM Risk Aggregation
Building regulatory risk application with Python and atoti In this post, I...
How to explain non-additive measures, Part 3: order-statistics decomposition
Interactive decomposition with atoti This article is a part of a series....
Top count in Jupyter notebook: atoti vs Pandas + Matplotlib
How frequently do you perform a top count while doing some data...
How atoti saved us a lot of time and made it possible to implement Stress VaR Calibration
Interview with Dalcon Hai – Senior Business Analyst atoti team: Could you...
How to explain non-additive measures, Part 1: Pro-rata allocation
Interactive decomposition with atoti This article is the first part of a...
How to explain non-additive measures, Part 2: Incremental contribution
Interactive decomposition with atoti This article is the second part of a...
SA-CCR with python and atoti
Counterparty credit risk analytics and what-if In this post, I will show...
Reddit data analytics trilogy #1 — Data scraping with PRAW
I was inspired by an article about creating a Data Table using...
Reddit data analytics trilogy #2 — NLP with spaCy
This is the second article of my Reddit trilogy and in case...
Reddit data analytics trilogy #3 — Data analytics with atoti
Having been inspired by the article Data Table using Data from Reddit,...
Interactive hypothesis testing for anti-anxiety medicine
Python and atoti: experimentation in data analytics Crafting an analytical model is...
Analysing impact of different churn prediction models on Business
Translating ML output effectively to business terms for telecommunication Attrition, also known...
Real-time risk analytics with atoti
Streaming and monitoring the most granular risk data UPDATE: The GIFs and...
Data science & multidimensional analysis: the recipe to create optimal pricing strategies
A case study on better retail pricing based on location-based competitors’ price...
Market risk analytics in python: Interactive rolling VaR
The Recipe for Stressed VaR calibration In this post, I want to...
Beyond the Excel Paradigm for Data Analytics
atoti meets Excel Microsoft Excel is by far the most common tool...
Data Simulations in Python: EPL scores without VAR
Has Video Assistant Referee impacted the Premier league standings? There has been...
PnL Explained with atoti
There are always the What-ifs we wish we knew UPDATE: The GIFs...