Quality Management Course

BUSINESS ANALYTICS FOUNDATION - R LANGUAGE

Course Type: Certification | Study Mode: Full-Time
Keywords: BUSINESS ANALYTICS FOUNDATION
Course Provider:

Course Detail

Introduction
                                            UNITS OF STUDY
Business Analytics Foundation With R Tools
Business Analytics Foundation With R Tools
Objectives
Analytics
Places Where Analytics is Applied
Topics Covered
Career Path
Thank You
Introduction to Analytics
Introduction to Analytics
Analytics v/s Analysis
What is Analytics?
Popular Tools
Role of Data Scientist
Data Analytics Methodology
Problem Definition
Summarizing Data
Data Collection
Data Dictionary
Outlier Treatment
Quiz
Statistical Concepts And Their Application In Business
Statistical Concepts And Their Application In Business
Descriptive Statistics
Probability Theory
Tests of Significance
Non-parametric Testing
Quiz
Basic Analytic Techniques - Using R
Introduction
Data Exploration
Data Visualization
Pie Charts
Correlation
Analysis of variance
Chi-squared test
T-test
Summary
Quiz
Predictive Modelling Techniques
Predictive Modelling Techniques
Linear Regression
Regression analysis and types of regression models
Build a simple linear regression model
Logistic Regression
Cluster Analysis
Time series
Cyclical versus seasonal analysis
Decomposing Non-Seasonal Time Series
Exponential smoothing
Advantages and disadvantages of Exponential Smoothing
White noise
Auto-Regressive (AR) Models
Forecasting methods - Summarized table
Summary
Quiz