PinnedJaime DantasinTowards Data ScienceThe importance of k-fold cross-validation for model prediction in machine learningHow cross-validation can avoid overfitting for empirical risk minimization8 min read·Nov 4, 2020----
PinnedJaime DantasinTowards Data ScienceIn-depth analysis of the regularized least-squares algorithm over the empirical risk minimizationThe importance of regularization for model prediction in machine learning11 min read·Oct 29, 2020--1--1
PinnedJaime DantasinReverse 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…9 min read·Feb 2, 2020----
PinnedJaime DantasinReverse 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…9 min read·May 6, 2020----
PinnedJaime DantasinReverse 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…8 min read·Sep 2, 2020--2--2
Jaime DantasEssential concepts of Cloud ComputingCloud computing has become a predominant IT operation platform in the past decade. Small and large companies have been migrating their…5 min read·Mar 8, 2023----
Jaime DantasinTowards Data ScienceDifferential privacy and k-anonymity for machine learningPerformance evaluation of data annonymization on diabetes prediction model8 min read·Aug 16, 2021--1--1
Jaime DantasinReverse EngineeringCreating your very first microservice with Micronaut and KotlinHow to create an API with Kotlin using the Micronaut Framework7 min read·Apr 7, 2021--1--1
Jaime DantasinTowards Data ScienceStochastic gradient descent implementation for SoftSVMHow to choose the best regularization parameter when implementing SGD for SoftSVM6 min read·Dec 1, 2020----
Jaime DantasinTowards 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 classification8 min read·Nov 12, 2020----