Statistical Methods and Data Mining Track (60 Hrs.)

Statistical Methods and Data Mining Track (60 Hrs.)

$450

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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