Prompt Engineering: Core Principles, Examples

2 years ago

Ever chatted with Siri or Alexa and wondered how they come up with their answers? Or how do the latest…

Exploring Amazon Science Publications: A Quick Guide

2 years ago

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

Greedy Search vs Beam Search Decoding: Concepts, Examples

2 years ago

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

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

2 years 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

2 years 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

2 years 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

2 years 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

2 years ago

Autoregressive (AR) models, which are used for text generation tasksĀ 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…