The Role of Malware Analysis in the Cyber Defense Team
Introduction In today’s rapidly evolving digital landscape, cyber threats have become increasingly complex and persistent. Malware—malicious software designed to disrupt, damage, or gain unauthorized access to computer systems—remains one of the most common and dangerous tools used by cyber attackers. As such, malware analysis has emerged as a crucial component within any effective cyber defense […]
Heart Disease Prediction with Python and Machine Learning
Inroduction: Heart disease is a major global health concern, and early detection is key to preventing severe outcomes. This project aims to build machine learning models to predict the risk of heart disease using clinical data such as age, blood pressure, cholesterol, heart rate, and more. Using a public dataset from Kaggle, we perform exploratory […]
Step-by-Step Guide: Connect EC2 to RDS Using Terraform.
Introduction. In today’s cloud-native world, automation is no longer a luxury—it’s a necessity. Managing cloud infrastructure manually through the AWS Console can be error-prone, time-consuming, and hard to reproduce. That’s where Infrastructure as Code (IaC) tools like Terraform come into play. With Terraform, you can define your entire cloud architecture using simple configuration files, enabling […]
Beginner’s Guide to Creating Inbound Endpoints in AWS Route 53.
Introduction. In today’s cloud-first IT landscape, seamless and secure communication between on-premises infrastructure and cloud-based resources is a top priority for organizations of all sizes. One common challenge faced by hybrid environments is efficient DNS resolution between internal networks and cloud services. This is where Amazon Route 53 Resolver Inbound Endpoints come into play. These […]
Loan Eligibility Prediction Using Machine Learning
Introduction: Step 2:Load The Dataset: df = pd.read_csv(‘loan_data.csv’) df.head() Step 3: Dataset Information Step 4: Getting The Dimensions Of The Dataframe Step 5: Descriptive Statistics Of Numerical Columns Step 6: Exploratory Data Analysis i) Pie Chart: ii) Bar plot: iii) Histogram: iv) Box Plot: Step 8: Average Loan Amount By Martial Status And Gender Step […]
Tired of Missing Lambda Errors? Set Up CloudWatch Alarms with SNS Alerts.
Introduction. Monitoring serverless applications effectively is crucial in modern cloud-native architectures. AWS Lambda, a cornerstone of serverless computing, allows developers to build scalable and cost-efficient applications without managing servers. However, even the most well-designed Lambda function can fail due to code bugs, misconfigurations, or unexpected input. When Lambda invocation errors occur, it’s vital to detect […]
AWS Glue Table Creation Made Easy: A Hands-On Guide.
Introduction. In today’s data-driven world, efficient data organization and management are crucial for building scalable analytics pipelines. Amazon Web Services (AWS) offers a wide range of tools to handle big data, and AWS Glue stands out as a powerful serverless data integration service. One of its key components is the Glue Data Catalog, which acts […]
AWS EC2 Networking: Allocating and Associating Elastic IPs Made Easy.
Introduction. In today’s cloud-native world, understanding the fundamental building blocks of AWS is essential for developers, system administrators, and DevOps engineers. One such building block is the Elastic Compute Cloud (EC2), Amazon’s scalable virtual server hosting service. EC2 allows users to launch and manage server instances on demand, offering complete control over computing resources. While […]
Easily Save ELB Access Logs to S3: A Complete Walkthrough.
Introduction. When it comes to running applications on AWS, visibility into traffic, performance, and security is crucial. Elastic Load Balancers (ELBs) play a key role in distributing incoming traffic across multiple targets to ensure fault tolerance and scalability. However, simply using a load balancer isn’t enough—you also need to understand how it’s performing, what kind […]
Step-by-Step Tutorial: Integrate AWS IoT Core with SQS.
Introduction. In today’s rapidly evolving digital landscape, IoT (Internet of Things) is playing a pivotal role in transforming industries. From smart homes to industrial automation, connected devices are generating massive amounts of data in real time. As this data flows in, the challenge lies not only in collecting it efficiently but also in routing it […]