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NILG.AI Blog

Embedding Domain Knowledge

In the good old days, working as a Machine Learning Engineer meant working 95% of the time on feature engineering and 5% on training models with the extracted features. This […]

Posted on 2021-02-172021-02-18 by Francisca Morgado
Posted in AI, consulting, data science, Machine Learning, NILG.AI

NILG.AI Named Among Western Europe’s Top B2B Companies for 2021

Here at NILG.AI, we know the importance of AI in transforming and turbocharging success for your business. Many businesses take up AI technology to cut back operational costs, grow revenue, […]

Posted on 2021-02-052021-02-08 by NILG.AI
Posted in AI4business, Blog (General), consulting, News, NILG.AI

An Overview of Churn Prediction

Churn prediction – tandem with engagement – is probably the most wanted use case we get from Marketing departments across industries. For those of you that do not know what […]

Posted on 2021-01-202021-01-25 by Kelwin Fernandes
Posted in AI, AI4business, Machine Learning, Marketing

Reducing Unemployment using AI

With COVID-19, many were affected by the economic crisis and lost their jobs. In Portugal alone, between February and September, there was a 30% increase in unemployment! AI can be […]

Posted on 2021-01-182021-02-05 by Paulo Maia
Posted in AI4business, data science, Machine Learning, social good

Closing Remarks from 2020 and insights of our practice

Over the last two years, we have been working intensively to create a reliable ecosystem for developing AI projects. Our long-term objective is to become an incubator for AI projects, […]

Posted on 2020-12-302021-01-06 by Kelwin Fernandes
Posted in AI4business, consulting, NILG.AI

Difficult Targets to Optimize: the ROC AUC

In many binary classification problems, especially in domains with highly unbalanced problems (such as the medical domain and rare event detection), we need to make sure our model does not […]

Posted on 2020-12-182021-01-06 by Paulo Maia
Posted in AI4tech, Machine Learning

AI at COVID19: What we are overlooking

Every aspect of our daily routines was hit by COVID this year, from our work and industries to social interactions. Nine months have passed since we started lockdowns, and the […]

Posted on 2020-11-292020-11-30 by Kelwin Fernandes
Posted in AI, AI4business, Healthcare

Explainable AI in Healthcare

Transparency is of utmost importance when AI is applied to high stake decision problems where additional information on the underlying process beyond the output of the model may be required. […]

Posted on 2020-11-242020-11-28 by Pedro Dias
Posted in AI, Computer Vision, data science, Healthcare, Machine Learning

Fighting cervical cancer with Artificial Intelligence

In case you missed it. You may find below our talk on the Symposium on Bioengineering 2020 at FEUP. Also, we reply to some answers that we didn’t have time […]

Posted on 2020-08-252020-08-26 by Kelwin Fernandes
Posted in AI, AI4business, AI4tech, Computer Vision, Healthcare1 Comment

Fairness in AI

In partnership with Data Science for Social Good Portugal, we are launching a series of webinars in AI topics related to social good. The second talk was by Francisca Morgado, […]

Posted on 2020-08-182020-08-19 by Francisca Morgado
Posted in AI, AI4tech, data science, Machine Learning, NILG.AI, social good3 Comments

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