Course Discription |
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This course introduces the methods of develop data-driven applications. Mainly, the course focuses on Python programming language and extend the prerequisite course to object-oriented programming, High-end topics in searching and sorting and code complexity, files and exceptions, simulation and dynamic visualization, Pandas series and Data frames, regular expression, and data wrangling, time-series, linear regression, web scraping (NLP basics). Algorithms of machine learning and deep learning will be explored via classifications and clustering on real-life problems and datasets. |