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19183	Lecture 1 - Introduction to Big Data and Data Science	Video	Notes
18766	Lecture 2 - Data Frame exercise	Video	Notes
19184	Lecture 2 - Tools for Data Science	Video	Notes
19185	Lecture 3 - Introduction to Python Enviornment	Video	Notes
19186	Lecture 4 - Introduction to Rapid Miner	Video	Notes
15715	Lecture 5 - Introduction of Scrrapping	Video	Notes
15716	Lecture 6 - Scrapping of Wikipedia Page	Video	Notes
16442	Lecture 7 - Scrapping a Web Article	Video	Notes
16444	Lecture 8 - Scraping Blogs	Video	Notes
16856	Lecture 9 - Scrapping through Rapid Miner	Video	Notes
16858	Lecture 10 - Scraping through Rapid Miner	Video	Notes
18339	Lecture 13 - Basics of Python	Video	Notes
18341	Lecture 14 - Basics of Python	Video	Notes
18755	Lecture 15 - Numpy Operations : Basic Python	Video	Notes
18758	Lecture 16 - Dataframe to CSV: Basic Python OPerations	Video	Notes
18764	Lecture 17 - Data Pre-Processing	Video	Notes
18765	Lecture 18 - Data Frame Exercise	Video	Notes
18767	Lecture 19 - Regex for Data Cleaning	Video	Notes
19796	Lecture 20 - Rapid Miner For Pre-Processing	Video	Notes
19797	Lecture 21 - Feature Engineering	Video	Notes
20498	Lecture 22 - Rapid Miner	Video	Notes
20499	Lecture 25 - Sentiment Analysis	Video	Notes
21434	Lecture 26 - Feature Engineering using Python	Video	Notes
21436	Lecture 27 - Data Visualization	Video	Notes
21441	Lecture 28 - Data Visualization	Video	Notes
21442	Lecture 29 - Data Visualization	Video	Notes
21449	Lecture 30 - Data Visualization	Video	Notes
21450	Lecture 31 - Classification	Video	Notes
21455	Lecture 32 - Revisoion	Video	Notes

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