Autoregressive (AR) Models Python Examples: Time-series Forecasting

2 years ago

Autoregressive (AR) models, which are used for text generation tasks and time series forecasting, can be employed to predict future values…

GAN vs VAE: Differences, Similarities, Examples

2 years ago

Are you curious about how machines not only learn from data but actually create it? Have you ever found yourself…

Mean Average Precision (MAP) for Information Retrieval Systems

2 years ago

Information retrieval systems including the ones related to semantic search aim to fetch the most relevant documents from a collection…

Generative Adversarial Network (GAN): Concepts, Examples

2 years ago

In this post, you will learn concepts &  examples of generative adversarial network (GAN). The idea is to put together…

Analytical thinking & Reasoning: Real-life Examples

2 years ago

Analytical thinking and analytical reasoning are two concepts that are often misunderstood. Many people think that they are the same…

Business Analytics vs Business Intelligence (BI): Differences

2 years ago

If you work in the field of data analysis, you've probably heard the terms "business analytics" and "business intelligence" used…

Sign Test Hypothesis: Python Examples, Concepts

2 years ago

Have you ever wanted to make an informed decision, but all you have is a small amount of non-parametric data?…

K-Means Clustering Concepts & Python Example

2 years ago

Clustering is a popular unsupervised machine learning technique used in data analysis to group similar data points together. The K-Means…

Mann-Whitney U Test (Wilcoxon Rank Sum): Python Example

2 years ago

In the ever-evolving world of data science, extracting meaningful insights from diverse data sets is a fundamental task. However, a…

ChatGPT Prompts Design Tips & Examples

2 years ago

Are you looking to unlock the full potential of ChatGPT? Do you want to learn how to design & create…