PinnedDebayan MitraData Science : Understanding the 3B’s (Bernoulli, Binomial, Beta) distributions for modelling…An overview of Bernoulli, Binomial, Beta distribution Families for Boolean sequencesNov 5, 20221Nov 5, 20221
PinnedDebayan MitraData Science : The correct way to Slice and dice your data to gain the best insights automaticallyUsing Decision Trees and understanding how they work for Automated Insights generationJun 16, 2022Jun 16, 2022
PinnedDebayan MitraData Science : Faster approximate neighbourhood search with Locality Sensitive HashingReducing time complexity of KNN by using an approximation algorithmJun 9, 2022Jun 9, 2022
PinnedDebayan MitraData Science : Making sense of High Dimensional Data using TSNE — Part IIUnderstanding the intuition and mathematics behind mapping high dimension spaces to low dimension spaces using TSNEJun 7, 20221Jun 7, 20221
Debayan MitraData Science : Making sense of High Dimensional Data using Visualization methods — Part IUnderstanding the intuition and mathematics behind mapping high dimension spaces to low dimension spaces using Principal Component AnalysisMay 28, 2022May 28, 2022
Debayan MitraData Science on small sized datasets : Deriving sensible conclusions when you do not have sufficiePermutation test and Bootstrap resampling — Using non parametric methods when you do not know anything about the underlying distribution…May 5, 2022May 5, 2022
Debayan MitrainTowards Data ScienceBlindness detection (Diabetic retinopathy) using Deep learning on Eye retina imagesAutomating the process using Convolutional neural networks (using Python) to speed up blindness detection in patients before its too lateMay 21, 20202May 21, 20202
Debayan MitrainTowards Data ScienceMercari Price Recommendation for Online Retail SellersRegression Experiments and Secondary Research on Mercari Dataset in KaggleApr 4, 2020Apr 4, 2020
Debayan MitrainAnalytics VidhyaCustomer-segmentation for differentiated targeting in marketing using clustering analysisA comparison of k-means, Agglomerative and DBSCAN clustering algorithmsJan 13, 20202Jan 13, 20202
Debayan MitrainAnalytics VidhyaMy First Machine Learning Hackathon — Attempts for finishing in Top 17%The blog contains the detailed approach used for this ML project and experiments conducted to attempt the top 17% rankDec 2, 20191Dec 2, 20191
