Introduction This cheatsheet showcases essential VIM commands and practical examples. These commands help you navigate, edit, and manipulate code or configuration files efficiently. Navigation Commands Command Description Example Use w Jump to the start of the next word Fast word to word movement e Jump to the end of the Read more
In this blog post, I’ll walk through how to build, deploy, and host an AI image detector. The project classifies images as either AI generated or real using a pre trained model, containerized with Docker, and deployed locally. You can find the complete source code on GitHub. Overview This project Read more
Choosing the correct Software Development Life Cycle (SDLC) model is crucial for the success of any project. Different projects have unique requirements, timelines, and team dynamics that make certain models more suitable than others. This guide provides a structured approach to selecting the SDLC model that best fits your project. Read more
Quality assurance (QA) plays a vital role in the Software Development Life Cycle (SDLC), ensuring that the software meets defined requirements and performs reliably in various conditions. This post covers two essential quality frameworks within SDLC: the Software Testing Life Cycle (STLC) and the Defect Life Cycle. Software Testing Life Read more
1. Prototype Model The Prototype Model is used when project requirements are unclear or expected to evolve. It focuses on creating an initial version (prototype) that allows stakeholders to visualize the product early on and provide feedback. Characteristics: Use Cases: Advantages and Disadvantages: 2. Hybrid Model The Hybrid Model combines Read more
Introduction to SDLC The Software Development Life Cycle (SDLC) is a systematic process for building software with efficiency and quality. It organizes software development into stages that help manage planning, resource allocation, and quality assurance. SDLC Core Phases Phase Description Requirements Business Analysts gather and define project needs. Feasibility Study Read more
Here’s how to create a combined workflow in Mac Automator that first converts .pages documents to PDF, then merges the resulting PDFs into a single PDF file. Steps to Create a Combined Workflow in Automator First, brew install poppler Next, Open Automator: Set the Input Type: Add “Run AppleScript” to Read more
Overview In this guide, we will set up a Python environment to automate crawling and converting a documentation site into a consolidated PDF. This involves using chromedriver for automated browsing and wkhtmltopdf for converting HTML content to PDF. Prerequisites Make sure Homebrew is installed on your Mac. If it isn’t, Read more
Now that we’ve trained, evaluated, and fine-tuned the Transformer model, the next step is to deploy the model so it can be used in real time applications. In this post, we’ll cover: By the end of this post, you’ll be able to deploy a Transformer model and interact with it Read more
In the previous post, we discussed training the Transformer model, monitoring loss, and ensuring the model improves over time. Now, it’s time to take a step forward: evaluating the model’s performance and fine tuning it to make it more efficient and accurate. In this post, we’ll focus on: Evaluating the Read more
In the previous two posts, we built the basic and scalable versions of the Transformer model. Now, it’s time to move on to the next critical step of training the model. In this post, we’ll focus on: By the end of this post, you’ll have a Transformer model that can Read more
In the previous post, we learned about the basics of Transformer models and how they’re used to process language. Now, let’s go a bit deeper and look at how to build each important part of a Transformer. By the end of this post, we’ll have a full, working Transformer model Read more
In 2017, the AI landscape for language understanding changed dramatically when Google Brain researchers introduced a groundbreaking algorithm called the “Transformer” in their paper “Attention is All You Need.” Before this, AI models could only process one word at a time, often resulting in awkward, incomplete language. The Transformer’s self-attention Read more
Machine learning offers powerful tools for detecting anomalies in network traffic. This post includes technical details, sample logs, and Linux-based scripts to help you get started with anomaly detection using machine learning techniques. 1. Supervised Learning with Decision Trees Objective: Detect DDoS attacks by classifying normal vs. abnormal traffic using Read more
Deploying applications on Kubernetes can initially seem complex. Using Helm, Kubernetes’ package manager, simplifies the deployment process by letting you define reusable configurations in a single chart. Here’s a breakdown of how Kubernetes and Helm work, and the practical steps we used to get this testing project up and running. Read more
Building a DevSecOps CI/CD Pipeline with Jenkins, SonarQube, and Snyk Using Terraform Introduction Incorporating security into Continuous Integration/Continuous Deployment (CI/CD) pipelines is a core DevSecOps practice. By leveraging tools like Jenkins, SonarQube, and Snyk, you can automate static and dependency vulnerability scans within your pipeline. This post will guide you Read more
Ansible simplifies IT automation by allowing you to configure, deploy, and manage infrastructure with straightforward YAML files. Here’s how we used Ansible to deploy Jenkins, SonarQube, and a sample application while automating repetitive tasks across our setup. We’ll also cover some powerful ways to extend Ansible’s capabilities. Table of Contents Read more
I started with acloud.guru AWS Certified Solutions Architect Associate course. https://acloudguru.com/course/aws-certified-solutions-architect-associate-saa-c02 If you get the pro subscription, you get access to labs without having to create your own AWS accounts. I think it’s 50 bucks a month, but you may be able to find this on Udemy for cheaper. AWS Read more
This challenge has two phases. The first one involves creative thinking and research. The second one is live malware and reversing. Instructions and hints are built in. Rules and things you’ll need: 1. You need an isolated environment with a Windows Vista/7/10 VM guest, and a snapshot. On the VM, Read more
Minecraft is great for learning Python. Here’s how to get the client going on Debian. I’m using spigotMC for the Minecraft server. https://www.spigotmc.org/wiki/spigot-installation/#linux First install java, git and tar # apt-get install git openjdk-7-jre-headless tar Download BuildTools.jar from https://hub.spigotmc.org/jenkins/job/BuildTools/lastSuccessfulBuild/artifact/target/BuildTools.jar to /home/username/spigot/. Then run $ git config –global –unset core.autocrlf and Read more