PinnedJunaid Qazi, PhDBC-1: Blockchain does matter to everyone, but why?How blockchain will change the businesses and everything around us!Sep 18, 2022Sep 18, 2022
Junaid Qazi, PhDSurrender!Well, we all can see what ChatGPT is bringing into our lives. For fun, I asked this remarkable AI to “write a poem on surrender” and here…Jan 15, 2023Jan 15, 2023
Junaid Qazi, PhDA47: Clustering — A complex multi-cluster datasetK-means, Agglomerative, Silhouette Coefficient, Silhouette Score, Unsupervised Learning, Density-based clustering, DBSCAN, OPTICSMay 27, 2022May 27, 2022
Junaid Qazi, PhDA46: Evaluating Clustering Algorithm — Unsupervised Machine LearningK-means, K-medoids, Agglomerative, Silhouette Coefficient, Silhouette Score, Unsupervised Learning, ClusteringMay 25, 20222May 25, 20222
Junaid Qazi, PhDA45: Clustering — Unsupervised Machine Learningk-means, k-medoids, Agglomerative — Hierarchical clustering, Dendrogram, DBSCAN, OPTICSMay 20, 2022May 20, 2022
Junaid Qazi, PhDA Danger Zone — Do you really want to miss what is missing!Survivorship bias or survival biasApr 30, 2022Apr 30, 2022
Junaid Qazi, PhDA44: Support Vector Machines (SVMs) vs Logistic Regression — Practice & Comparisons [complete…A step-by-step tutorial to classify digits (MNIST), IRIS, and non-linearly separable data, gridsearch, cross-validationMar 24, 2022Mar 24, 2022
Junaid Qazi, PhDA43: Support Vector Machines (SVMs) — Hands-on [complete project with code]Feature selection, chi-square, ANOVA, Grid-search, Random Search, feature scaling, ROC curve, Predicting Breast CancerMar 13, 2022Mar 13, 2022
Junaid Qazi, PhDA42: Support Vector Machines (SVMs) [Behind The Scene!]Maximum margin hyperplane, cross-entropy vs hinge loss, kernel trick, slack variables, norm, rbf kernel, origin of perceptron, regularizing…Mar 3, 2022Mar 3, 2022
![A43: Support Vector Machines (SVMs) — Hands-on [complete project with code]](https://miro.medium.com/v2/resize:fill:160:106/1*0wXO98FfhRZrjcvKTD_KJA.png)
![A43: Support Vector Machines (SVMs) — Hands-on [complete project with code]](https://miro.medium.com/v2/resize:fill:320:214/1*0wXO98FfhRZrjcvKTD_KJA.png)
