Business Analytics
Course Duration : 60 Hours
Course Fees : Rs. 10,520/-
Participant Profile:
- Thorough Understanding of Databases and Complex Queries from Database
- Clearing the “Database Bridge Course”
- End Objective:
- Appreciate need of Business Analytics in real life environment
- Course Outline
- Statistical Techniques
- Different types of data
- Frequency Distributions
- Measures of central tendency and dispersion
- Basic Probability
- Normal Distribution
- Central Limit Theorem
- Hypothesis Testing
- Regression
- Simple and Multiple Linear Regression
- R2 and Adj R2
- ANOVA
- Interpretation of coefficients
- Dummy Variables
- Residual Analysis
- Outliers
- Logistic Regression
- Assumptions
- Logistic Function
- Chi-Square
- 2 Log Likelihood
- Classification Table
- Interpreting Coefficients
- Dependent Variable Prediction
- Forecasting (Time Series)
- Time Series vs. Causal Models
- Moving Average
- Exponential Smoothing
- Trend, Seasonality
- Cyclicity,
- Causal modeling using linear regression
- Forecast Accuracy