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