Intro to Data Science: Overview Intro to Data Science: Historical Context Intro to Data Science: What is Data Science? Intro to Data Science: Answering Questions with Data Intro to Data Science: The Nature of Data Machine Learning Overview Machine Learning Goals Machine Learning and Cross-Validation Types of Machine Learning 1 Types of Machine Learning 2 Artificial Intelligence Neural Network Overview Neural Network Architectures & Deep Learning Neural Networks and Deep Learning Neural Networks: Caveats Digital Twins Data Visualization: Overview Data Visualization: Types of Data Data Visualization: Storytelling with Data Data Visualization: Buyer Beware