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This course starts with building an AI coding environment without failures on learners’ desktop or notebook computers to enable them to start AI modeling and coding with Scikit-learn, TensorFlow and Keras upon completing this course. Because learners have an AI coding environment on their computers after taking this course, they can start AI coding and do not need to join or use the cloud-based services.
WEEK 1: Numpy library: Using arrays
WEEK 2: Pandas library: Using DataFrames
WEEK 3: Strings and files
WEEK 4: Data visualization: matplotlib and seaborn
WEEK 5: Object oriented programming: introducing class object