Machine Learning

Data science behind AI implementationPhoto by Markus Winkler on UnsplashThe last decade has seen a drastic change in machine learning or data science. What was beyond a dream a century ago, is now a reality. We have made machines which can talk, help us according to our needs. It has been possible for the advancement of technology. The improvement in the machine learning … [Read more...] about Making a Successful Business with AI

This is a model that I made to predict the cost of an insurance base on the age, BMI and if the person smokes.The dataset was find in Kaggle, linkThis the form of the original dataset from KaggleOriginal Dataset without preprocessingThe first step that I made was change the strings to numbers and separate de sex feature into Female and Male and remove the column from Region, … [Read more...] about Linear regression Insurance

Photo by Melinda Gimpel on UnsplashWe live in a time where decentralized finance has been on the rise and more businesses have been closing than ever before. My last post analyzed posts from a group dedicated to the downfall of rich hedge fund investors. Now I will be doing a different type of analysis.Photo by Lukas Blazek on UnsplashI created a model to predict the likelihood … [Read more...] about Taiwanese Bankruptcy Predictor

A regression and classification approach in machine learningGradient Boosting in the machine learning. A photo by AuthorHello Everyone, In this article, we will discuss the ensemble boosting techniques that is gradient boosting. In an earlier article on ensemble, we discussed random forest that is a bagging technique. In boosting the weak learners’ predict on the training set … [Read more...] about Fully Explained Gradient Boosting Technique in Supervised Learning

Image by author. Created with Detectron2 and image from Cityscapes Dataset.If you are getting started with Machine Learning or Computer Vision, chances are you have heard the term image segmentation. If you are not familiar with what it means, it essentially allows us to segment the images to different meaningful parts. Image segmentation is a very powerful technique in … [Read more...] about 3 Types of Image Segmentation