Sara karimTrain and Evaluate a Classification Model in Machine Learning!Let’s train a binary classifier to predict whether or not a patient should be tested for diabetes based on some medical data.Aug 8, 20211Aug 8, 20211
Sara karimExploring Tabular Data with Pandas in Python!!Let’s explore some of Pandas packages, and apply basic techniques to analyze data!Jul 26, 2021Jul 26, 2021
Sara karimExploring Data Arrays with NumPy in Python!A significant part of a a Data scientist’s role is to explore, analyze, and visualize data. There’s a wide range of tools and programming…Jul 18, 2021Jul 18, 2021
Sara karimCreate a Simple Perceptron from Scratch — Neural NetworkHello to all Machine Learning Enthusiasts. In this Article we’re going to build a basic neural network without any hidden layers to solve aMay 3, 2021May 3, 2021
Sara karimAssociation Rule Mining using Apriori Algorithm for Market basket Analysis.In this article, I will show you guys a python implementation of Association Rule Mining using Apriori Algorithm. And for that we will takeApr 11, 2021Apr 11, 2021
Sara karimK-means clustering for IRIS dataset in Google ColabHello to all Machine Learning Enthusiasts, In the realm of machine learning, K-means clustering can be used to segment customers (or other…Mar 26, 2021Mar 26, 2021
Sara karimRandom Forest Algorithm to classify IRIS flower datasets in Google ColabI have played with a very famous Random Forest Algorithm and IRIS Datasets. So, wasting no time let’s jump to the main game…!Mar 21, 20211Mar 21, 20211
Sara karimK-means Clustering in datasets to find the characteristics of groups in Google Colab.In this article, today we are going to solve a particular datasets where you have age and income of different people. Now clustering these…Mar 11, 2021Mar 11, 2021
Sara karimSVM to Classify the samples are Benign or Malignant regarding Breast Cancer in Google Colab.I have used SVM to build and train a model using human cell records, and classify cells to whether the samples are Benign (mild state) or…Feb 26, 20211Feb 26, 20211
Sara karimPima Indians Diabetes Prediction using Decision Tree in Google ColabHello to all Machine Learning Enthusiasts, I will be showing you how to play with Decision Tree Algorithm using Pima Indians DiabetesFeb 19, 2021Feb 19, 2021