Hello Learners, Continuing with my vAlgo experiment (original post here). In my last post, I wrote about the alternatives to AdaBoost that were presented to me, and how I decided to try out the Random Forest Classifier. This is going to be a long one, lets dive in. Random Forest…

Hello Learners, Continuing with my vAlgo Machine Learning experiment (original post here). In my previous post, I wrote about creating the Malicious URLs Model, I used a Decision Tree algorithm, and the accuracy was at a whopping 3%. Wanting to increase that accuracy score, I decided to try and use…

Hello World. I have been developing simple python tools for a while now, and I really enjoy it. All of them are basically black screen with white text, nothing fancy. So I’m curious about trying to make a GUI interfaced tool, so I did some research on the topic, and…

INFO: The Dataset: URL Dataset SVM Light from UC San Diego. The Algorithm: Decision Tree. The Environment : Jupyter Notebook in an Ubuntu VM. GitHub Repo: AsherNoor/vAlgo This post is a little different than my normal posts. I’ve had requests to post my mistakes and how I solved them. This…

This post is inspired by “Python Machine Learning Tutorial (Data Science)” by Mosh Hamedani. The video is amazing, he walks you through creating a working model, and explains things in a very clear manner. This write-up is a way for me to share some of my notes after walking through…

Hello Friends, Today’s post is about creating a little database to help you as you improve with your craft. I’m going to tell you what I’ve been doing to help me. …

Hello World. As I keep working on my Tool Development skills, I get very excited about libraries and techniques that not only make my life easier, but makes the user’s experience of using my tools a bit more enjoyable. Some of the tools that I’ve developed, like the PDF Text…

Hello friends, I’m writing this post today, which I’m hoping would be helpful to both technical and non-technical people. Like any technology, it always magical and mysterious and shrouded in acronyms that some people who may need to use it, tend to shy away from it because of how mystical…

This post is part of my Nubian Passion Project series which will document my Machine Learning journey and process as I embark on creating The Nubian Glyph Detector tool. I must give credit where credit is due! This would not have been possible without Nicolas Renotte’s amazing video challenge. I…