February 2025

Prerequisites  Ensure your system meets the following requirements before installation:  Launch an EC2 Instance for Kong:  1. Go to the AWS Management Console.  2. Launch a new EC2 instance (e.g., Ubuntu 22.04 LTS).  3. Assign a public IP address and ensure the instance is in the same VPC as your load balancer.  4. Open the […]

Selecting the right AI/ML model impacts accuracy, efficiency, and scalability. Key factors include problem definition, data quality, computational efficiency, and interpretability. Models vary in complexity, from deep learning to traditional algorithms. A structured approach—evaluating accuracy, speed, and business needs—ensures effective, practical, and ethical AI solutions.  Understanding the Problem Statement  Selecting the right AI/ML model begins

Warp: The AI-Powered Next-Gen Terminal Revolutionizing Developer Workflows  The command-line interface (CLI) has remained largely unchanged for decades, with developers relying on traditional terminals like Bash, Zsh, and Fish. However, a new contender, Warp, is set to redefine how developers interact with their terminals by integrating artificial intelligence (AI) and modern design principles to create

Introduction  In the modern digital landscape, web security is not just a luxury—it’s a necessity. Secure Sockets Layer (SSL) certificates are integral in ensuring secure communications over the internet. Let’s Encrypt, a groundbreaking Certificate Authority (CA), has made acquiring SSL/TLS certificates accessible to all by offering them free of charge. This article explores what Let’s

Query Optimization Techniques in GCP BigQuery  In the world of big data analytics, GCP BigQuery stands out as a powerhouse for its speed, scalability, and simplicity. However, as datasets grow larger and queries become more complex, optimizing query performance becomes essential to ensure cost-effectiveness and efficiency. This article delves into proven techniques to optimize queries

Adapting to the New Normal: Managing Projects in a Remote Work Era  As a project manager, I’ve witnessed firsthand how remote work has transformed the way we handle projects. What once seemed like a temporary solution has now become the norm for many organizations. While remote work has its benefits, it also presents unique challenges,

In today’s data-driven world, businesses and researchers deal with vast amounts of unstructured and unlabeled data. Identifying patterns in this data is crucial for decision-making. For example, e-commerce platforms analyze customer purchase histories to recommend products, financial institutions detect fraudulent transactions by recognizing unusual spending behaviors, and healthcare providers group patients based on symptoms to

What is a Neural Network?  Neural networks are the backbone of modern artificial intelligence (AI). They have evolved from simple, biologically inspired models to complex, machine-driven systems capable of performing tasks that were once considered the sole domain of human intelligence. But what exactly is a neural network, and how did it come into existence? 

Amazon Simple Storage Service (S3) is a highly scalable, durable, and secure object storage service offered by AWS. S3 lifecycle policies are one of its most powerful features, enabling users to manage object storage costs effectively and automate data movement across different storage classes. This article provides an in-depth understanding of S3 lifecycle policies, including

Introduction   Cloud computing has revolutionized how organizations operate, providing flexibility, scalability, and cost efficiency. Among the leading cloud providers, Google Cloud Platform (GCP) has gained significant traction due to its robust infrastructure, advanced AI/ML capabilities, and wide range of services catering to various industries. Over the past few years, GCP’s market share has grown steadily,