Understanding Light Gradient Boosting Machine
Upvote 4+ In this article, I will walk you through Light GBM. This is also another variation of gradient boosting and light stands for a lighter version. Which is believed to make the model...
Category: Data Science
Understanding Time Series Analysis
Upvote 1+ In this article, I will take you through a complete understanding of Time series analysis. Time series analysis is considered an essential skill for various purposes, but mostly we neglect it in...
Data Science Interview Questions – Part 2
Upvote 3+ We have covered some essential data science interview questions in our previous article. In this article also, I’ll be covering more such questions. Let’s start now. Q.1 What do you understand by...
Data Science Interview Questions – Part 1
Upvote 4+ Data Science is a very demanding technology. Many of us are preparing to be a Data Scientist. In this article, we will cover the most asked questions on Data Science. This article...
Complete Analysis of Gradient Descent Algorithm
Upvote 1+ In this article, I will do a complete analysis of the gradient descent algorithm. Gradient Descent is an optimization algorithm worked for reducing the loss function in multiple machine learning algorithms. I discussed...
Role of SQL in Data Science
Upvote 5+ We all know data science has been stood no. 1 for being the most assuring job of the time. So, we are willing to learn Data Science. You must be aware of...
Understanding XG Boost- A Basic Overview
Upvote 6+ In the real world, there will be immeasurable data that we will work on so, normal machine learning algorithms won’t suffice well. If we are developing an uncountable amount of data then...
Explaining Lasso and Ridge Regression
Upvote 3+ One of the major problems that we face in machine learning is Overfitting. This problem tends to reduce the performance of our model. Overfitting occurs when our machine learning model learns noise...
2021 Roadmap to Machine Learning
Upvote 13+ Let’s dive in and see what is the road map to learn machine learning in this article. In 2021 use of Machine learning will increase more because of these pandemic situations everything...
Object Detection Basics and Performance Metrics
Upvote 8+ In this article, you will know what is object detection, and basics of object detection, why is it used, using what metrics we can measure the performance of the object detection algorithm....
