PinnedPublished inTDS ArchiveLarge Language Models: A Short IntroductionAnd why you should care about LLMsJan 21A response icon11Jan 21A response icon11
PinnedPublished inTDS ArchiveHidden Markov Models Explained with a Real Life Example and Python codeHMMs are probabilistic models used to solve real life problems ranging from weather forecasting to finding the next word in a sentenceNov 5, 2023A response icon7Nov 5, 2023A response icon7
PinnedPublished inTDS ArchiveRecurrent Neural Networks Explained with a Real Life Example and Python CodeUsing Recurrent Neural Networks in a Sentiment Analysis taskMay 31, 2022A response icon2May 31, 2022A response icon2
PinnedPublished inTDS ArchiveMultilayer Perceptron Explained with a Real-Life Example and Python Code: Sentiment AnalysisMultilayer Perceptron is a Neural Network that learns the relationship between linear and non-linear data.Sep 21, 2021A response icon15Sep 21, 2021A response icon15
PinnedPublished inTDS ArchiveMarkov models and Markov chains explained in real life: probabilistic workout routineMarkov defined a way to represent real-world stochastic systems and processes that encode dependencies and reach a steady-state over time.Dec 30, 2020A response icon14Dec 30, 2020A response icon14
Published inSide Notes by Carolina BentoRunning — The Ultimate ResetThe pavement is uneven, the sun is high. The body moves rhythmically, but the mind is still, it’s all quiet up there.Sep 9, 2024Sep 9, 2024
Published inSide Notes by Carolina BentoPorque é que corres aqui? || Why are you running here?São como torres de carbono || Like towers made of carbonJul 28, 2024Jul 28, 2024
Published inTDS ArchiveROC Analysis and the AUC — Area Under the CurveExplained with a real life example in PythonDec 28, 2022A response icon9Dec 28, 2022A response icon9
Published inTDS ArchiveGradient Boosted Decision Trees explained with a real-life example and some Python codeGradient Boosting algorithms tackle one of the biggest problems in Machine Learning: bias.Aug 19, 2021A response icon1Aug 19, 2021A response icon1
Published inTDS ArchiveRandom Forests Algorithm explained with a real-life example and some Python codeRandom Forests is a Machine Learning algorithm that tackles one of the biggest problems with Decision Trees: variance.Jul 12, 2021A response icon6Jul 12, 2021A response icon6
