Ajitesh Kumar

Why & When to use Eigenvalues & Eigenvectors?

Eigenvalues and eigenvectors are important concepts in linear algebra that have numerous applications in data science. They provide a way…

2 years ago

Z-score or Z-statistics: Concepts, Formula & Examples

Z-score, also known as the standard score or Z-statistics, is a powerful statistical concept that plays a vital role in…

2 years ago

Descriptive Statistics – Key Concepts & Examples

Descriptive statistics is a branch of statistics that deals with the analysis of data. It is concerned with summarizing and…

2 years ago

Amazon Bedrock to Democratize Generative AI

Amazon Web Services (AWS) has announced the launch of Amazon Bedrock and Amazon Titan foundational models (FMs), making it easier…

2 years ago

Backpropagation Algorithm in Neural Network: Examples

Artificial Neural Networks (ANN) are a powerful machine learning / deep learning technique inspired by the workings of the human…

2 years ago

SVM RBF Kernel Parameters: Python Examples

Support vector machines (SVM) are a popular and powerful machine learning technique for classification and regression tasks. SVM models are…

2 years ago

How to Identify Analytics Use Cases for Solving Business Problems

In today's data-driven world, data analytics has become a key aspect of business decision making. Organizations are increasingly relying on…

2 years ago

A/B Testing & Data Science Projects: Examples

Today, when organization is aiming to become data-driven, it is imperative that their data science and product management teams understand…

2 years ago

Data Science Careers: India’s Job Market & AI Growth

Aspiring data scientists and AI enthusiasts in India have a plethora of opportunities in store, thanks to the country's booming…

2 years ago

Data Analytics Explained: What, Why & How?

Data analytics has become a buzzword in the business world today, and for all good reasons indeed as it brings…

2 years ago

Quiz #86: Large Language Models Concepts

In the ever-evolving field of data science, large language models (LLMs) have become a crucial component in natural language processing…

2 years ago

Generative AI: Scaling Techniques for LLM Models

In the rapidly evolving world of artificial intelligence, large language models (LLMs) have emerged as a game-changing force, revolutionizing the…

2 years ago

Meta Unveils SAM and Massive SA-1B Dataset to Advance Computer Vision Research

Meta Researchers have, yesterday, unveiled a groundbreaking new model, namely Segment Anything Model (SAM), alongside an immense dataset, the Segment…

2 years ago

Quiz #85: MSE vs R-Squared?

Regression models are an essential tool for data scientists and statisticians to understand the relationship between variables and make predictions…

2 years ago

Machine Learning: Identify New Features for Disease Diagnosis

When diagnosing diseases that require X-rays and image-based scans, such as cancer, one of the most important steps is analyzing…

2 years ago

Data Storytelling Explained with Examples

Have you ever told a story to someone, but they just didn't seem to understand it? They might have been…

2 years ago