Overview
Sapphire Global Statistics Essentials for Analytics Training makes you an expert in using Statistics Essentials for Analytics concepts. Enroll now for Statistics Essentials for Analytics online training and get through the concepts of data, by utilizing the internal memory for storing a working set. Sapphire Global introduces all the key concepts in Statistics Essentials for Analytics to help the learner gain more knowledge. Enroll & Become a Statistics Essentials for Analytics Consultant.
Course Curriculum
Key features
This course will prepare you to:
- Explain the architecture of the Statistics Essentials for Analytics component
- Configure and use new functionalities in Statistics Essentials for Analytics.
- Use the standard Statistics Essentials for Analytics Sub Modules.
- Explain the Statistics Essentials for Analytics Controlling Configuration and Customization option.
Understanding the Data
- Introduction to Data Types
- Numerical parameters to represent data
- Mean
- Mode
- Median
- Sensitivity
- Information Gain
- Entropy
- Statistical parameters to represent data
Probability and its uses
- Uses of probability
- Need of probability
- Bayesian Inference
- Density Concepts
- Normal Distribution Curve
Statistical Inference
- Point Estimation
- Confidence Margin
- Hypothesis Testing
- Levels of Hypothesis Testing
Data Clustering
- Association and Dependence
- Causation and Correlation
- Covariance
- Simpson’s Paradox
- Clustering Techniques
Testing the Data
- Parametric Test
- Parametric Test Types
- Non- Parametric Test
- Experimental Designing
- A/B testing
Regression Modelling
- Logistic and Regression Techniques
- Problem of Collinearity
- WOE and IV
- Residual Analysis
- Heteroscedasticity
- Homoscedasticity
Practice Test and Interview Questions
Practice Test and Interview Questions
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