Vickyin8bitDSExploring and Understanding Complex Data Sets with Cluster Analysis in RCluster analysis is an unsupervised machine learning technique that partitions a set of objects into clusters based on their similarity. It…4 min read·Feb 6, 2023----
Vickyin8bitDSOptimizing Machine Learning Workflows with TidymodelsAn easy Guide to Streamlining Data Preprocessing, Model Building, and Evaluation in R4 min read·Jan 5, 2023----
Vickyin8bitDSLeveraging Model Parallelism for Fast, Efficient Deep Learning Model Training“Unleashing the power of multiple machines for faster, better deep learning”3 min read·Dec 11, 2022----
Vickyin8bitDSHypothesis Testing in RUtilizing Hypothesis Testing with R: An Introduction to Statistical Significance Testing3 min read·Dec 7, 2022----
VickyA look into Hierarchical clusteringHierarchical clustering proceeds iteratively, and every point makes a journey from being a single point cluster to belonging to some final…2 min read·Apr 15, 2022----
VickyA very simple introduction to Regression with XGBoostXGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable.2 min read·Jan 29, 2022----
Vickyin8bitDSIntroducing K-means in 200 words or lessK-Means clustering is the most popular unsupervised machine learning algorithm. K-Means clustering is used to find intrinsic groups within2 min read·Jan 29, 2022----
Vickyin8bitDSClassification with XGBoostXGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. Originally written in…3 min read·Nov 19, 2021----
VickyinMontelleFinding Rsin(θ/2) from Rsin(θ)An intuitive method by a 6th century mathematician1 min read·Oct 31, 2021----
VickyWho defined Division by Zero as Infinity?The first attempt to define the division by zero was done by Brahmagupta around 628 CE. After that, Bhaskaracarya (c. 1150), while…1 min read·Jul 18, 2021----