Ajitesh Kumar

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

GPT Models In-context Learning: Examples

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

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

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…

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

Analytical thinking & Reasoning: Real-life Examples

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

1 year ago

Business Analytics vs Business Intelligence (BI): Differences

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

1 year ago

Sign Test Hypothesis: Python Examples, Concepts

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

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

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

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

1 year ago

ChatGPT Prompts Design Tips & Examples

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

2 years ago