Machine Learning

DCGAN Architecture Concepts, Real-world Examples

Have you ever wondered how AI can create lifelike images that are virtually indistinguishable from reality? Well, there is a…

2 years ago

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

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

2 years ago

GAN vs VAE: Differences, Similarities, Examples

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

2 years ago

Mean Average Precision (MAP) for Information Retrieval Systems

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

2 years ago

Generative Adversarial Network (GAN): Concepts, Examples

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

2 years ago

K-Means Clustering Concepts & Python Example

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

2 years ago

Data Science & Big Data Career Paths

Navigating the world of data science can be as complex as the data sets that these professionals work with. As…

2 years ago

Dynamic Pricing & Machine Learning: Strategies, Examples

Are you a product manager looking to maximize profits and improve product performance, or a data scientist eager to leverage…

2 years ago

Machine Learning Use Cases in Finance: Concepts & Examples

What if we can build solutions that could predict financial market trends, assess credit risk with unerring precision, detect fraudulent…

2 years ago

Weighted Regression Model Python Examples

Have you ever wondered how regression models can be enhanced to provide more accurate predictions, even in the presence of…

2 years ago