Madhuri PatilHow Machine Learning is Changing the World: An OverviewMachine learning (ML) is a transformative technology that has reshaped how we interact with the world around us.Sep 3Sep 3
Madhuri PatilinStackademicPandas: Mitigating Challenges of Working with Large DatasetsPandas is an excellent Python library for data manipulation and analysis. It is frequently utilized in Machine Learning projects to enhance…Mar 19Mar 19
Madhuri PatilThe Roles of Data Sets in Machine Learning Projects: A Guide to Data SplittingA common problem we face is how to split data for analysis. Should we do it before or after we look at the data?Jan 3Jan 3
Madhuri PatilKNN Classifier Optimization: Best Practices and Tips (PART II)In the previous article, we implement the k-nearest neighbors (KNN) algorithm using scikit-learn library. We also learned the effect of…Nov 20, 2023Nov 20, 2023
Madhuri PatilKNN Classifier Implementation: Best Practices and Tips (PART I)KNN or k-nearest neighbors is a simple, yet powerful machine learning algorithm used for classification and regression tasks.Nov 18, 2023Nov 18, 2023
Madhuri PatilK-Nearest Neighbors in Machine LearningLearn k-nearest neighbors supervised predictive algorithmNov 2, 2023Nov 2, 2023
Madhuri PatilBayesian Inference Day 7 Learn key concepts and how it differs from traditional frequentist approachOct 3, 2023Oct 3, 2023
Madhuri PatilProbability Distribution7 Days of Statistics for Data Science — Day 6 Quantify uncertainty in data with help of distributions.Sep 27, 2023Sep 27, 2023