Introduction to Data Science Data Collection and Preprocessing Exploratory Data Analysis (EDA) Data Modeling Machine Learning Algorithms Model Evaluation and Validation Big Data and Distributed Computing Natural Language Processing (NLP) Time Series Analysis Data Ethics and Privacy Data Science in Business Data Science Tools and Frameworks Data Visualization and Reporting Data Science Capstone Project Emerging Trends in Data Science Data Analysis with Python Data Science Miscellaneous