How to Write a Research Paper
Master the process of writing a research paper with tips on developing a thesis, structuring arguments, organizing literature reviews, and improving academic writing.
Recent posts
Critical Review of ‘Bursting the (Filter) Bubble: Interactions of Members of Parliament on Twitter’
Introduction
Probability Integral Transform: Theory and Applications
An in-depth guide to understanding and applying the Probability Integral Transform in various fields, from finance to statistics.
Understanding Probability and Odds
Discover the difference between probability and odds in biostatistics, and how these concepts apply to data science and machine learning. A clear explanation of event occurrence and likelihood.
Understanding the Normalized Gini Coefficient and Default Rate
Learn about the Normalized Gini Coefficient and Default Rate, two essential metrics in credit scoring and risk assessment. Explore their significance in evaluating credit risk and loan defaults.
Similarity Measures and Loss Functions in Machine Learning
Dive into Bhattacharyya distance, loss functions such as MSE and cross-entropy, and their applications in optimizing machine learning models for classification and regression.
Understanding Markov Systems
Introduction
Regularization in Machine Learning
Introduction
Detect Multivariate Data Drift
In machine learning, ensuring the ongoing accuracy and reliability of models in production is paramount. One significant challenge faced by data scientists and engineers is data drift, where the statistical properties of the input data change over time, leading to potential degradation in model p...
Automating Feature Engineering
Feature engineering is a critical step in the machine learning pipeline, involving the creation, transformation, and selection of variables (features) that can enhance the predictive performance of models. This process requires deep domain knowledge and creativity to extract meaningful informatio...