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

1 year ago

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

Vanishing Gradient Problem in Deep Learning: Examples

1 year ago

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

GPT Models In-context Learning: Examples

1 year ago

Have you ever wondered how AI models like OpenAI GPT-3 (Generative Pretrained Transformers-3) can generate impressively human-like text? Enter the…

DCGAN Architecture Concepts, Real-world Examples

1 year ago

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

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

1 year 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

1 year 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…