Tiago MiguelComplexity analysis of linear and binary search using PythonCode otimisation is an essential step to make it less resource consuming. Let’s see the differences between linear and binary search.8 min read·Feb 4, 2021----
Tiago MiguelinThe StartupSQLite: Keeping Your Tables OrganisedLearn how simple steps can help you keep tables in your database organised.13 min read·Jan 30, 2021----
Tiago MiguelinTowards Data ScienceHow the LSTM improves the RNNUnderstand the differences between LSTMs and RNNs.8 min read·Jan 1, 2021----
Tiago MiguelinTowards Data ScienceRNNs from theory to PyTorchLet me show you what RNNs are, where they are used, how they forward and backward propagate and how to use them in PyTorch.13 min read·Dec 19, 2020----
Tiago MiguelUsing an MPC to control a system: Applying the controller to the systemLet’s optimize the error function, derivate it and make simulations!12 min read·Nov 21, 2020----
Tiago MiguelUsing an MPC to control a system: The error functionAn error function is crucial fo simulators to measure their mistakes and improve.7 min read·Nov 14, 2020----
Tiago MiguelUsing an MPC to control a system: Discretizing the state-space equation systemTo make the model useful for a computer, we need to discretize it in order to make predictions.8 min read·Nov 7, 2020----
Tiago MiguelinThe StartupUsing an MPC to Control a System: Defining the SystemAn MPC works around a model, let’s define it!9 min read·Oct 31, 2020----
Tiago MiguelinArtificial Intelligence in Plain EnglishAre CNNs much different from MLPs?I Compare the architectures of the CNN with that from the MLP.9 min read·Aug 5, 2020----
Tiago MiguelinArtificial Intelligence in Plain EnglishUnderstanding the Multi Layer Perceptron (MLP)We’ll see how can we extend the perceptron to improve its predictive power.7 min read·Jul 23, 2020----
