PinnedPublished inAnalytics VidhyaDimensionality Reduction using Principal Component Analysis (PCA)An important task to handle dataset with more number of features/dimensions.Sep 13, 2020Sep 13, 2020
PinnedPublished inTowards AIA Probabilistic Algorithm to Reduce Dimensions: t — Distributed Stochastic Neighbor Embedding…One of the best techniques to reduce dimensions and visualize data based on probabilistic scores.Sep 18, 2020Sep 18, 2020
Anomalous User Detection in Social Network using Graph Neural Networks (GNN)IntroductionNov 27, 20221Nov 27, 20221
Detection of COVID — 19 using Deep LearningNumerous ways to detect COVID — 19 using Deep Learning.Apr 11, 2022Apr 11, 2022
Published inTowards AIMental Health and Machine Learning in CompaniesHow Machine Learning is helpful for predicting the Mental Health of Employees and How it is implemented?Nov 23, 20211Nov 23, 20211
How Data Science is evolving the Food Industry?Roles/Applications of Data Science in the Food IndustryJun 22, 2021Jun 22, 2021
Published inArtificial Intelligence in Plain EnglishIntroduction to k-Nearest Neighbors (kNN) AlgorithmA Powerful Supervised Machine Learning AlgorithmMar 3, 2021Mar 3, 2021
Published inAnalytics VidhyaSupervised ML Algorithm: Support Vector Machines (SVM)An introduction and detailed explanation of SVM (an ML algorithm used for classification, regression problems, and outlier detection).Jan 14, 2021Jan 14, 2021
Published inThe StartupVarious Types of Key in Relational DBMSSimple explanation of keys with an example that is frequently asked in interviews and is a part of DBMS beginners tutorial.Dec 7, 2020Dec 7, 2020
Published inTowards AIExploratory Data Analysis (EDA) — Hands-on NYC Airbnb DatasetComplete guide to explore & analyze NYC Airbnb datasetOct 9, 2020Oct 9, 2020
