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Lasso and Ridge Regression in Python & R Tutorial
Learn the differences between ridge and lasso regression, linear regression basics, gradient descent, R-squared, regularization techniques,.
shubham.jain 20 Dec, 2024
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How to create animated GIF images for data visualization using gganimate (in R)?
This article provides a simple tutorial for how to create GIF images. A complete guide to use gganimate package in R to create animated graphics or GIFs.
Guest Blog 26 Jul, 2020
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Which algorithm takes the crown: Light GBM vs XGBOOST?
Explore Light GBM advantages, installation, important parameters, and how it compares to XGBoost. Learn tuning techniques. Read Now!
Pranjal 08 Jan, 2025
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Building Trust in Machine Learning Models (using LIME in Python)
This article helps us understand working of machine learning algorithms using LIME package. Using LIME, you can understand working of black box ML models.
Guest Blog 01 Jun, 2017
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A comprehensive beginners guide to Linear Algebra for Data Scientists
A comprehensive guide explaining linear algebra, matrices, their use to solve linear equations and their application in data science & data scientists
Vikas Kumar 15 Oct, 2024
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Hands on tutorial to perform Data Exploration using Elastic Search and Kibana (using Python)
ElasticSearch and Kibana is a highly scalable and open source. This tutorial will help you perform exploratory data analysis using ElasticSearch and Kibana.
Guest Blog 27 Oct, 2024
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Imbalanced Data : How to handle Imbalanced Classification Problems
Learn how to tackle class imbalance in machine learning. Explore techniques, examples, and methodologies to improve model performance!
Guest Blog 17 Dec, 2024
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How to build Ensemble Models in machine learning? (with code in R)
Ensemble models are used to combine various machine learning models / algorithms to create a better model. This includes boosting, bagging
saurav kaushik 25 Jun, 2019
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Cheatsheet: Scikit-Learn & Caret Package for Python & R respectively
Here are cheat sheets for Scikit-Learn & Caret Package for Python and R.Gain expertise in data analysis, data processing with these cheat sheets.
Kunal Jain 05 Jul, 2020
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Practical guide to implement machine learning with CARET package in R (with practice problem)
This article is an introductory guide on implementing machine learning with CARET in R. It includes Data splitting, Pre-processing, Feature selection etc.
saurav kaushik 05 Jul, 2020
