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Demystify Data Science
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Data Analytics Overview
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Statistical Analysis and Business Applications
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Python: Environment Setup and Essential
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Mathematical Computing with Python (NumPy)
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Python: Scientific computing with Python (SciPy)
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Data Manipulation with Pandas
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Machine Learning with Scikit–Learn
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Natural Language Processing (NLP) with SciKit Learn
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Data Visualization in Python using matplotlib
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Web Scraping with BeautifulSoup
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Python Integration with Hadoop MapReduce and Spark
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