Rosaria Silipo
Rosaria Silipo, PhD
Rosaria Silipo, Ph.D., principal data scientist at KNIME, is the author of 50+ technical publications, including her most recent book "Practicing Data Science: A Collection of Case Studies". She holds a doctorate degree in bio-engineering and has spent 25+ years working on data science projects for companies in a broad range of fields, including IoT, customer intelligence, the financial industry, and cybersecurity.
How to keep bias out of your AI models
Bias in artificial intelligence (AI) is hugely controversial these days. From image classifiers that label people’s faces improperly to hiring bots that discriminate against...
AI-Generated Rap Songs
I often tell my younger coworkers that the most boring way to start a blog post is, “This post is about …” — unless...
In Praise of the Autoencoder
When you consider all the machine learning (ML) algorithms, you’ll find there is a subset of very pragmatic ones: neural networks. They usually require...
Is Deep Learning Just Neural Networks on Steroids?
Takeaway: Is "deep learning" just another name for advanced neural networks, or is there more to it than that? We take a look at...
Can You Guess a Song by Its Word Cloud?
At any important political or social event, the aftermath of the keynote speech is often entrusted to a Word Cloud. The large size of...
Text Encoding: A Review
The key to perform any text mining operation, such as topic detection or sentiment analysis, is to transform words into numbers, sequences of words...
What’s in a Name? Artificial Intelligence or Data Science?
via KNIME If you are like me, there is a good chance that you are confused as well about the most recent terminology to...
Data Dimensionality Reduction in the Age of Machine Learning
Machine Learning is all the rage as companies try to make sense of the mountains of data they are collecting. Data is everywhere and...