Machine Learning

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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year 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…

1 year ago

Autoencoder vs Variational Autoencoder (VAE): Differences

In the world of generative AI models, autoencoders (AE) and variational autoencoders (VAEs) have emerged as powerful unsupervised learning techniques…

1 year 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…

1 year 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…

1 year ago

Quiz: Linear Regression & F-Statistics

Linear Regression is one of the most widely used statistical methods for predictive modeling in various fields such as finance,…

1 year ago