Small Data + Unknown Data Distribution = Machine Learning?

There are many examples in daily life where professionnals have small data sets and no known data distribution. Does that mean that they cannot use Machine Learning? ...

A short history of Evolutionary Algorithms

Human beings once had a queue like dogs and cats. This trait has disappeared over time. Nowadays, it survives as a slightly more prominent bone at the bottom of the spine for some of us. ...

AI at my service

MyDataModels designed TADA to make the uses of artificial intelligence available to anyone....
Sorting Algorithms

Multiclass Classification: Sorting Algorithms

We explained here the various metrics used in binary classification, namely: the confusion matrix, Accuracy, Recall, Precision, MCC, F1 score. All these metrics apply to multiclass classification. ...
Covid-19 molecule

Deaths and COVID AI

1.13 million deaths due to COVID-19 and still counting. Machine Learning provides surprising insights into death risk factors in COVID-19 patients. Read what our data scientists have found out in this article....
Men working on a computer

Regression Algorithms: which Machine Learning Metrics?

Are you using Machine Learning to predict continuous values? A house price? The adult height of a child? The petrol price? How do you know the algorithm used performs well? Does it provide a better result than a completely random number? Find out in our article about metrics for regression...
Data center for data sets

How good is your Machine Learning Algorithm?

Machine learning algorithms can be difficult to understand. Mastering the metrics and results of your models is the best way to measure their performances....
Doctor examining patient's lung

COVID-19 Intubation to fight Respiratory Problems

We hear a lot about intubation lately when discussing patients with COVID-19-related respiratory problems. Yet the procedure isn't particular to COVID. Some people are too vulnerable to breathe autonomously. For instance, they have chronic obstructive pulmonary disease (COPD) or pneumonia. ...
TADA sensitivity analysis features

Sensitivity analysis made simple with TADA

Get interpretable and tangible results from your models! Thanks to TADA you can now know precisely which variable in your models is impacting your results. Sensitivity Analysis allows you to get a better understanding of your datasets. ...
medical personnel

Coronavirus Disease and Intensive Care Unit

While the coronavirus disease travels the world, it becomes essential to find new means to anticipate which patients are likely to enter ICU. ...
Nurse on a computer

Coronavirus Predictions
and Covid-19 Infections

Covid-19 vastly remains a terra incognita. Data is therefore essential for insight and new information about coronavirus predictions and infections. Machine Learning is vital for making coronavirus predictions and establishing who the likely target of the virus is....
Covid19 fiole

General Practitioners, COVID-19, and Machine Learning

Among the many lingering issues surrounding the spread of coronavirus and its long-term development is "How to make a correct diagnosis of the disease?". ...
Covid-19 TADA

MyDataModels offers Free Access to its Self-Service Machine Learning Platform for Public Organizations fighting COVID-19.

MyDataModels offers free access to its Small Data Artificial Intelligence Solution for people fighting COVID-19....
David Simplot

Interview accordée par Mr David Simplot, Directeur du Centre de Recherche Sophia Antipolis – Méditerranée.

David Simplot a été interviewé sur sa vision du futur de l’IA et sur la relation INRIA – MyDataModels. MyDataModels :......
Predictive Machine Learning

How to use Predictive Machine Learning in your Business?

Machine learning, data science, artificial intelligence – by now it is safe to say that these terms are more than......
Marc Schoenauer

Interview with a Senior Researcher in Machine Learning, Dr. Marc Schoenauer

Machine Learning is a hot subject these days and there are a lot of new developments in the field of Artificial Intelligence. We interviewed Dr. Marc Schoenauer, Principal Senior Researcher with INRIA...
Prepare a dataset

How to prepare a DataSet?

Artificial intelligence and machine learning became, in a few years, key technologies for professionals and organizations to master, to stay in the game and ahead of the competition. Organizations are starting to invest heavily in machine learning, and we already see highly positive results....
big-data

When Big Data hype is over, what will happen next?

In recent years, data strategy has been focused towards analysis of huge data sets in domains where data are easy to collect. On the other hand, there are domains where generating each data point is very time consuming ...
Roi Data Analytics

Data Analytics, how can ROI benefit from it?

In these early days of data capture and analysis, “data analytics” can mean a huge number of things, ranging from simple presentation graphs to sophisticated prediction apparatus. From a practical sense, “data analytics” perhaps is best defined as...
Automated Machine Learnig

What is Automated Machine Learning?

As Automated Machine Learning (AutoML) grows in popularity, there is still no real agreement on a definition of it. Essentially,......