Statistical Methods and Data Mining Track (60 Hrs.)

Statistical Methods and Data Mining Track (60 Hrs.)


Here you can easily determine trends, patterns, and take better decisions for your business

Below topics will be covered professionally

Statistical Methods for Data Analysis (30 Hrs.)

  • Introduction to research & research design
  • Measurement & Variables
  • Data collection methods
  • Quantitative & Qualitative data analysis
  • Describing Data on a Single Variable
  • Summarizing Data from More Than One Variable
  • Probability & Probability Distributions
  • Hypothesis Testing, Chi-Square Tests, & Analysis of Variance
  • Simple Linear Regression, Correlation, Time Series & Forecasting

Data Mining Using SQL 2017 (30 Hrs.)

  • Data Mining Context and Life Cycle
  • Microsoft Business Intelligence Suite
  • Identifying, Staging, & Understanding Data
  • Data Model Preparation & Deployment
  • Classification Models
  • Segmentation and Association Models
  • Sequence and Regression Models
  • Tuning Models
  • Attendees Required Resources: Personal Laptop with at least Windows 10 & Office 2016 is required to access course LAB



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