BABD

06017461 Business Analytics and Big Data

Overview of business analytics, the evolution of business analytics, the importance of data, data quality, data collection, structuring data, data cleaning, benefits of data mining, introduction to big data, data growth, introduction to big data and business intelligence, the significance of big data analytics, social media analytics, social media analytic process.

Schedule

Week	Date	Topic	Download
1	15-Jan	Introduction to big data analytics	Slide
2	22-Jan	Data analytics life cycle Excel power query: getting various input data	Slide
3	29-Jan	Review of basic data analysis method using R	Slide
4	5-Feb	Basic data analytic method using R	Slide

5	12-Feb	Basic data analytic method using R	Slide
6	19-Feb	Advance analytical theory and method of Clustering K-means clustering	Slide
7	26-Feb	Advance analytical theory and method of Association rules Apriori algorithm	Slide
8	5-Mar	Advance analytical theory and method of Regression Linear regression	Slide
9	12-Mar	Midterm exam week (We do not have the midterm exam)
10	19-Mar	Advance analytical theory and method of Decision tree Quiz7	Slide
11	26-Mar	Advance analytical theory and method of Classification with Naive Bayes Quiz8	Slide
12	23-Apr	Advance analytical theory and method of Text analysis Quiz9	Slide
13	30-Apr	Advance analytical theory and method of Time series analysis Quiz10	Slide
14	07-May	Advance analytical theory and method of Machine learning (ANN)	Slide
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