Understanding Observability
In today's digital world, many services we rely on, like online shopping, social media, and streaming, run on complex software systems. When something goes wrong with these systems, it can…
Kubernetes Overview
Kubernetes is an open-source platform for automated orchestration and management of Containerized applications. Before dwelling into the specifics, let’s briefly explore its origins. Kubernetes is a Greek word, meaning “helmsman”…
Natural Language Processing (NLP) – Using Bag of Words model for Data Privacy
Natural Language Processing (NLP) gives the machines the ability to read, understand and derive meaning from human languages. Nearly 90% of data generated today from various channels is unstructured such…
Understanding Semi-Supervised Machine Learning
In the world of artificial intelligence (AI) and data science, we often hear about supervised and unsupervised learning. However, there is a powerful and increasingly popular middle ground known as…
Understanding Unsupervised Machine Learning
Unsupervised Machine Learning is a powerful technique in the field of artificial intelligence (AI) and data science. Unlike supervised learning, which uses labeled data to train models, unsupervised learning works…
Understanding Supervised Machine Learning
Supervised Machine Learning is a foundational technique in artificial intelligence (AI) and data science. It involves training a machine learning model on a labeled dataset, where each input data point…
Understanding ML Algorithms and Models
Introduction In the fascinating world of artificial intelligence (AI), two fundamental concepts are crucial: machine learning algorithms and machine learning models. Although these terms are often used interchangeably, they serve…
CCPA Privacy Regulation Overview
The California Consumer Privacy Act (CCPA) is a significant privacy law enacted in California, USA, designed to enhance consumer privacy rights and protections for residents of California. It was passed…
GDPR Privacy Regulation Overview
The General Data Protection Regulation (GDPR) is a comprehensive privacy regulation enacted by the European Union (EU) to safeguard the personal data and privacy rights of individuals. After its passage…
Data Catalog Overview
A Data Catalog is a crucial component within the realm of Data Governance that serves as a centralized inventory or repository containing detailed metadata and information about an organization's data…