PinnedPublished inTowards Data ScienceThe importance of k-fold cross-validation for model prediction in machine learningHow cross-validation can avoid overfitting for empirical risk minimizationNov 4, 2020Nov 4, 2020
PinnedPublished inTowards Data ScienceIn-depth analysis of the regularized least-squares algorithm over the empirical risk minimizationThe importance of regularization for model prediction in machine learningOct 29, 20201Oct 29, 20201
PinnedPublished inReverse EngineeringHow I created a multi-cloud distributed solution with AWS and Azure free tierIn this post, I’ll describe step-by-step how I built an entire distributed solution using only AWS and Azure free tier products. The…Feb 2, 2020Feb 2, 2020
PinnedPublished inReverse EngineeringDC Control: a robust low-cost SNMP agent for data centersA few years ago, I’ve created a reliable and low-cost SNMP device to monitor and control a data center environment, and on this post, I’ll…May 6, 2020May 6, 2020
PinnedPublished inReverse EngineeringThe five reasons why distributed architectures powered by Kafka overpass classical software designsNowadays, cloud solutions are gaining popularity day after day among giant companies that once relied on on-premise infrastructures and…Sep 2, 20202Sep 2, 20202
Essential concepts of Cloud ComputingCloud computing has become a predominant IT operation platform in the past decade. Small and large companies have been migrating their…Mar 8, 2023Mar 8, 2023
Published inTowards Data ScienceDifferential privacy and k-anonymity for machine learningPerformance evaluation of data annonymization on diabetes prediction modelAug 16, 20211Aug 16, 20211
Published inReverse EngineeringCreating your very first microservice with Micronaut and KotlinHow to create an API with Kotlin using the Micronaut FrameworkApr 7, 20211Apr 7, 20211
Published inTowards Data ScienceStochastic gradient descent implementation for SoftSVMHow to choose the best regularization parameter when implementing SGD for SoftSVMDec 1, 2020Dec 1, 2020
Published inTowards Data ScienceReasons why surrogate loss functions are pivotal for classification in machine learningAnalysis of the hinge, logistic and binary loss over the Perceptron algorithm for classificationNov 12, 2020Nov 12, 2020
