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Data Science Analytics

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This course provides a complete foundation in data science, analytics, and machine
learning, using Python and R as the primary tools. Learners will progress from basic data
handling and visualization to advanced analytics, predictive modeling, and big data
technologies, with hands-on practice and real-world projects.
By the end, you’ll be able to collect, analyze, visualize, and model data—and apply these
skills to solve business and research problems.

Module 1: Introduction to Data Science & Analytics

Module 2: Data Collection & Preprocessing

Module 3: Python & R for Data Science

Module 4: Data Visualization

Module 5: Statistics & Probability

Module 6: Machine Learning Foundations

Module 7: Predictive Analytics & Time Series

Module 8: Big Data & Data Warehousing

Module 9: Text Mining & Advanced Analytics

Module 10: Data Ethics & Governance