Oil prices experienced a drop of over $2 a barrel after OPEC+ decided to increase output for a second consecutive month. This decision came despite falling prices and expectations of weakening demand.

OPEC+ will accelerate oil output hikes and could bring back to the market as much as 2.2 million barrels per day by November, five OPEC+ sources said as the group's leader Saudi Arabia seeks to ...

Deep neural networks have been proved a success in multiple fields. However, researchers still favor traditional approaches to obtain more interpretable models, such as Bayesian methods and decision ...

This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique. Decision trees have become one of the most ...

In an increasingly modern era, machine learning-based technologies offer solutions to everyday problems. Machine learning enables us to build models that process data and train them to provide ...

WhyNot is a Python package that provides an experimental sandbox for decisions in dynamics, connecting tools from causal inference and reinforcement learning with challenging dynamic environments. The ...

Cell 4 – Exploratory Data Analysis (EDA) python Copy Edit sns.heatmap(df.corr(), annot=True, cmap='coolwarm') Plots a heatmap to examine correlation between features and quality. python Copy Edit ...