-
Winning Solutions of DYD Competition – R and XGBoost Ruled
This article reveals the winning solutions of date your data competition. Winners used R, python and boosting algorithms to get winning scores
Analytics Vidhya 18 Mar, 2016
-
Fundamentals of Deep Learning – Starting with Artificial Neural Network
This article explains artificial neural networks and fundamentals of deep learning. Learn about forward and backward propagation.
Aarshay Jain 14 Jun, 2023
-
Complete Solution: How I got in Top 11% of Kaggle Telstra Competition ?
This is a complete solution of machine learning data mining competition Kaggle Telstra network disruption competition using xgboost ensemble
Aarshay Jain 02 Aug, 2019
-
Tutorial on 5 Powerful R Packages used for imputing missing values
Learn about powerful R packages like amelia, missForest, hmisc, mi and mice used for imputing missing values in R for predictive modeling in data science.
Analytics Vidhya 05 Jul, 2020
-
XGBoost Parameters Tuning
Explore XGBoost parameters and hyperparameter tuning like learning rate, depth of trees, regularization, etc. to improve model accuracy.
Aarshay Jain 03 Dec, 2025
-
A Complete Tutorial to learn R Programming for Data Science from Scratch
Learn R Programming For Data Science, data manipulation, machine learning, with our guide covering everything from installation to predictive modeling.
Analytics Vidhya 06 Oct, 2025
-
Guide to Build Better Predictive Models using Segmentation
A perfect guideline for doing optimal segmentation for model development. In this article learn about building predictive models using segmentation.
Guest Blog 05 Jul, 2020
-
Complete Machine Learning Guide to Parameter Tuning in Gradient Boosting (GBM) in Python
Take your GBM models to the next level with hyperparameter tuning. Find out how to optimize the bias-variance trade-off in gradient boosting algorithms.
Aarshay Jain 04 Apr, 2025
-
Top 12 Books For Data Science to Read in 2025
Master data science & get hired at Google & Amazon. With books for data science, understand the predictive models statistically.
Analytics Vidhya 04 Dec, 2024
-
Advanced Learning Path – Now Learn R with Best Online Resources
This is a complete learning path for newbies and beginners to learn R basics, machine learning, data mining with best free online resources
Kunal Jain 15 Feb, 2016
