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Course Description

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from many structural and unstructured data. it is a concept to unify statistics, data analysis, machine learning, domain knowledge and their related methods in order to understand and analyze actual phenomena with data.

Course Outline

Module 01: Introduction to Data Science
Module 02: Data Collection and Cleaning
Module 03: Python Fundamentals
Module 04: Control Flow & Functions
Module 05: Array Computations
Module 06: Data Manipulation
Module 07: Visualizing Data
Module 08: Web Scraping
Module 09: Introduction to Statistical Analysis
Module 10: Exploratory Data Analysis
Module 11: Probability Distribution Functions
Module 12: Inferential Statistics
Module 13: Conclusion

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