When Palantir went public in 2020, many were eager to see more light shed on the elusive data company. However, since the launch, the price peaked and troughed for a few years before massively falling at the start of 2022 […]
Artificial Intelligence
Alternative data jobs in finance are going crazy
It wasn’t all that long ago that a fund which found an original source of data could run with it to generate alpha for a while. Not anymore. The new complaint among data science professionals in the hedge fund industry […]
Quelles sont les différences entre le Deep learning et le Machine learning ?
Beaucoup de personnes se méfient de l’intelligence artificielle. Elles ne comprennent pas comment les ordinateurs peuvent apprendre et prendre des décisions intelligentes. Pourtant, les principes fondamentaux de l’IA sont à la portée de tous. Le Machine learning (apprentissage automatique) et […]
Addressing the Issue of “Black Box” in Machine Learning
There is no doubt that machine learning models have taken the world by storm in recent decades. Their ability to identify patterns and generate predictions that far exceed any other form of statistical technique is truly remarkable and hard to […]
How to Use Elastic Net Regularization with any GLM
Generalized Linear Models (GLMs) are one of the most widely used inferential modeling techniques. Their simplicity makes them easy to interpret, so when communicating causal inference to stakeholders they’re a very effective tool. Elastic net regularization, a widely used regularization […]
Basic Concepts in Machine Learning
What are the basic concepts in machine learning? I found that the best way to discover and get a handle on the basic concepts in machine learning is to review the introduction chapters to machine learning textbooks and to watch the […]