research

Is ChatGPT-5 Able to Provide Proofs for Advanced Mathematics?

One of the claims made by OpenAI regarding its latest model, GPT-5 , is a breakthrough in reasoning for math…

1 month ago

A Decision Matrix for Time Series Forecasting Models

Time series data have the added complexity of temporal dependencies, seasonality, and possible non-stationarity.

1 month ago

Algorithm Showdown: Logistic Regression vs. Random Forest vs. XGBoost on Imbalanced Data

Imbalanced datasets are a common challenge in machine learning.

1 month ago

MinMax vs Standard vs Robust Scaler: Which One Wins for Skewed Data?

You've loaded your dataset and the distribution plots look rough.

1 month ago

The Model Selection Showdown: 6 Considerations for Choosing the Best Model

Selecting the right model is one of the most critical decisions in any machine learning project.

1 month ago

7 Python Decorator Tricks to Write Cleaner Code

Usually shrouded in mystery at first glance, Python decorators are, at their core, functions wrapped around other functions to provide…

1 month ago

Why and When to Use Sentence Embeddings Over Word Embeddings

Choosing the right text representation is a critical first step in any natural language processing (NLP) project.

2 months ago

Bagging vs Boosting vs Stacking: Which Ensemble Method Wins in 2025?

Introduction In machine learning, no single model is perfect.

2 months ago