MS211 Business Analytics

Unit 1 Introduction to Business Analytics [Book]
Business Analytics concept and Scope	VIEW	VIEW
Importance of Data in business		VIEW
Decisions Models Concept and Types		VIEW
Analyst role in the Business Analytics Model		VIEW

Unit 2 Exploring Data and Data Visualization [Book]
Exploring Data	VIEW	VIEW
Data Visualization		VIEW
Exploring data using pivot table, Pivot charts, Look-up functions		VIEW
	VIEW	VIEW
Data validation and whatif analysis functions in spreadsheets for Data Visualization		VIEW
Google Dashboards		VIEW
Power BI		VIEW

Unit 3 Data Preparation [Book]
Treatment of missing Values	VIEW	VIEW
Identification and Management of Outliners	VIEW	VIEW
Identification and Management of erroneous data	VIEW	VIEW
Data Warehousing, Need		VIEW
ETL processes		VIEW
Data Quality:		VIEW
Cause and effect of Poor Data Quality		VIEW
Alternatives way of storing Data		VIEW
Master data Management		VIEW

Unit 4 Predictive Modeling and Analysis [Book]
Predictive Modeling and Analysis, Strategies for building predictive models		VIEW
Logic driven Modeling		VIEW
Data-driven modeling		VIEW
Supervised learning	VIEW	VIEW
Regression-Simple regression	VIEW	VIEW
Multiple and logistic regression		VIEW
Data Reduction techniques:		VIEW
Principal component Analysis		VIEW
Clustering Analysis		VIEW
K-Nearest Neighbors		VIEW