Advanced Certificate Course in Data Analytics (Part Time)

NIBM

Department

Productivity and Quality Centre
NIBM Programmes

Campus

Colombo /
NIBM Programmes

Level

NIBM

Method

Part Time
NIBM

Duration

04 months

ENTRY REQUIREMENTS

  • Professionals who are involved in decision-making while seeking new ideas about how to solve challenging business problems.

OR

  • Those who are new to the business analyst or data analyst role and are currently working on related projects.

Commencement

  • Colombo – 26th November 2022

Course structure and modules

  • Types of Data
  • Modifying Data in Excel
  • Creating Distributions from Data
  • Measures of Location
  • Measures of Variability
  • Measures of Association Between Two Variables
  • Overview of Data Visualization
  • Tables
  • Charts
  • Probability Concepts
  • Discrete Random Variables
  • Continuous Random Variable
  • The Sampling Distribution of the Sample Mean
  • Confidence Intervals
  • Hypothesis Testing
  • Analysis of Variance (ANOVA)(Comparing More than Two Means)
  • Regression, Correlation
  • Time Series Analysis and Forecasting
  • Spreadsheet Models
  • Linear Optimization Models
  • Integer Linear Optimization Model
  • Non-Linear Optimization Models

Programme Fees

  • Course Fee: LKR 60,000 + Registration Fee: LKR 1,000