machine learning

Exploring Amazon Science Publications: A Quick Guide

In the ever-evolving world of technology and research, staying updated with the latest advancements is crucial. Amazon Science Publications has…

1 year ago

Greedy Search vs Beam Search Decoding: Concepts, Examples

Have you ever wondered how machine learning models transform their intricate calculations into clear, human-readable language? Or how your smartphone…

1 year ago

NPTEL’s Machine Learning & Data Science Online Courses (Jul-Nov 2023)

In the rapidly evolving domains of Machine Learning, Data Science, and Artificial Intelligence, the quest for quality education and courses…

1 year ago

Vanishing Gradient Problem in Deep Learning: Examples

Ever found yourself wondering why your deep learning (deep neural network) model is simply refusing to learn? Or struggled to…

1 year ago

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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year ago

Customer Segmentation in Banking: Examples

Ever wondered how some banks seem to know exactly what their customers need, almost before the customers do? They're probably…

1 year 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…

1 year 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…

1 year ago

Heteroskedasticity in Regression Models: Examples

Have you ever encountered data that exhibits varying patterns of dispersion and wondered how it might impact your regression models?…

1 year ago

Underwriting & Machine Learning Models Examples

Are you curious about how AI / machine learning is revolutionizing the underwriting process? Have you ever wondered how machine…

1 year ago

Loan Eligibility / Approval & Machine Learning: Examples

It is no secret that the loan industry is a multi-billion dollar industry. Lenders make money by charging interest on…

1 year ago