Published inDataDrivenInvestorLoan Defaulter Risk PredictionBuilt a Logistic Regression model that predicts whether a given candidate is prone to defaulting their loan or notJan 9, 2021Jan 9, 2021
Published inDataDrivenInvestorStructure of a Machine Learning problemFeature Extraction: Find x corresponding to an entity/item (such as an image, web page, ECG etc.). Let us denote by f(x)Jul 22, 2020Jul 22, 2020
Published inTowards Data ScienceDigit recognizer using CNNI build a simple Convolutional Neural Network using mnist data set to recognize handwritten digits.Jul 15, 2020Jul 15, 2020
Published inDataDrivenInvestorMetrics for Evaluation of Machine Learning AlgorithmsAfter processing the data and training the model the next step is to check how effective the model is. Different performance metrics are…Jul 5, 2020Jul 5, 2020
Published inDataDrivenInvestorProblems faced while fitting data to a modelOverfitting-Jun 28, 2020Jun 28, 2020
Published inDataDrivenInvestorImplementing kNN ClassifierI explain how to implement k Nearest Neighbors classifier on IRIS dataset.Jun 21, 2020Jun 21, 2020
Published inTowards Data ScienceSplitting a datasetHere I explain how to split your data into training and testing sets to use it for training a machine learning modelJun 14, 20201Jun 14, 20201
Reinforcement LearningReinforcement learning is an area of Machine Learning. It is about taking suitable action to maximize reward in a particular situation. It…Jun 7, 2020Jun 7, 2020
Published inDataDrivenInvestorSpeed-running games using AIMany of us have come across AI speed-runs of our favourite arcade games. I always used to wonder how those systems worked. So, I started…May 31, 2020May 31, 2020
Published inTowards Data SciencePneumonia Detection using Convolutional Neural NetworkA detailed description of how to build a simple CNN which detects pneumonia in chest x-rays.May 26, 2020May 26, 2020
