Muhammad Raza's Blog Posts

Muhammad Raza is a technology writer who specializes in cybersecurity, software development and machine learning and AI.

Model Drift: What It Is & How To Avoid Drift in AI/ML Models
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Model Drift: What It Is & How To Avoid Drift in AI/ML Models

Model drift is the term for an AI or ML model’s tendency to lose its predictive ability over time. The model has drifted away from its original goal or purpose.
Stateful vs. Stateless: Understanding Key Differences for Apps and IT Systems
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Stateful vs. Stateless: Understanding Key Differences for Apps and IT Systems

Stateful and stateless are important terms in programming. “Stateful” means information about the state is tracked. In contrast, “stateless” tracks no information.
What are Diffusion Models?
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What are Diffusion Models?

Learn about diffusion models, a groundbreaking AI development that generates high-quality images, videos, and text. Explore their applications, how they work, and future potential.
Shift Left Security Today: Adoption Trends & How To Shift Security Left
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7 Minute Read

Shift Left Security Today: Adoption Trends & How To Shift Security Left

Get the lowdown on shift left security: build security earlier into the software development process (aka to the left) to improve overall application security.
Dark Data: An Introduction
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6 Minute Read

Dark Data: An Introduction

Explore the growing impact of dark data on businesses, its potential for AI, operational efficiency, and risk management, and strategies for unlocking its value.
What is the Pareto Principle? The 80/20 Rule, Explained
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5 Minute Read

What is the Pareto Principle? The 80/20 Rule, Explained

The Pareto Principle, or 80/20 rule, explains how a small number of causes often drive most outcomes. Learn how it applies to business, economics, and more.