IT DS

Explain Following Terms: Business Analytics,Big Data Analytics ,Sensitivity, and Specificity

Explain Web and Social Media Analytics.

Explain in details Descriptive, Predictive and Prescriptive Analytics Techniques in details

Describe Framework for Data-Driven Decision Making

Explain different Challenges in Data-Driven Decision Making

Describe Types & Scales of Data in Descriptive Analytics

Explain Types of Data Measurement Scales

Write short Note on Population and Sample?

Explain in details: Probability Theory

Describe in details : Skewness and Kurtosis

What is Sampling? Write benefits of sampling.

Describe  Bayes’ Theorem

Explain Binary Logistic Regression?

Describe Population Parameters and Sample Statistic

Explain Sensitivity and Specificity

Describe in details : Outlier Analysis

Explain Binomial Distribution,Poisson Distribution,Geometric Distribution

Explain Central Limit Theorem (CLT)

How to identify Optimal Cut-Off Probability? Explain in details

Difference between Gain Chart and Lift Chart

Write short note on :  decision tree

Describe  Chi-Square Automatic Interaction Detection

Explain Random Forest

Explain Cost-Based Splitting Criteria

Explain different Application of Logistic Regression in Credit Rating


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