Anni SapountziVisualize to Organize: Enhance Your Team’s Workflow with NapkinA Step-by-Step TutorialOct 30Oct 30
Anni SapountziTemporal Difference MethodsWhat is the value of an action never tried before? How to decide about trying something new? Can we generalize from previous experience?Jan 19, 2020Jan 19, 2020
Anni SapountziArtificial Intelligence World Summit 2019‘𝟷st day at 🌍⛰ 🤖intelligence’: the summit through my lensOct 20, 2019Oct 20, 2019
Anni SapountziHow do we learn: A gallerySo, you enjoy learning, or you making it easier for others to learn…Mar 11, 20191Mar 11, 20191
Anni SapountziProbability Theory in Machine Learning: An example with exponential distributionsEvery day we have to deal with uncertainty that life presents us. To do so, we have probability theory.Dec 11, 2018Dec 11, 2018
Anni SapountziSearching for Policies in Python: An intro to OptimizationThe goal of the optimization problem is to find the best solution from all feasible solutions by finding the optima of the objective…Feb 10, 2018Feb 10, 2018
Anni Sapountzi(Machine)Learning = Representation + Evaluation + OptimizationA learning algorithm is an algorithm that learns the unknown model parameters based on data patterns. But how data are linked to models…Feb 4, 2018Feb 4, 2018
Anni SapountziBuild your first neural network in PythonArtificial Neural Networks have gained attention, mainly because of deep learning algorithms. In this post, we will use a multilayer neural…Dec 8, 20172Dec 8, 20172
Anni SapountziLearning cost in machines and humansWe human beings love to learn, but we are unable to learn all the vastness of things we would like to. Choosing one ‘learning opportunity’…Nov 26, 2017Nov 26, 2017
