Defining Machine Learning and the Origins of AIThe First Machine Learning Model: The PerceptronAn Example: Recommending a MovieNeurons and Neural NetworksAn Easy Introduction to the Math of Machine LearningThe Perceptron Formula RevisitedData StructuresMatrices, Dataframes, and TensorsWorking with Models in PythonProcessing DataCreating Training and Test SetsBuilding the ArchitectureCompiling the ModelTraining the ModelEvaluating the ModelDebunking Data Science MythsSummaryResources