Python for Data Science (2020)

NUS IT AI/ML Citizen Developer Program: Python for Data Science Participants in this course completed hands-on practicals on the following: - Basics of Python programming - Hands-on experience with Jupyter, pandas and building data preprocessing pipelines with Scikit-Learn - Basic Extract, Transform, Load (ETL) of data from various sources and formats using Python - Basic Exploratory Data Analysis (EDA) which includes data visualisation and dimension reduction using Python This course is conducted by the NUS IT HPC Data Engineering Team as part of the Artificial Intelligence/Machine Learning Citizen Developer Program in NUS IT.